Visualização normal

Antes de ontemStream principal
  • ✇Google Online Security Blog
  • Bringing Rust to the Pixel Baseband Edward Fernandez
    Posted by Jiacheng Lu, Software Engineer, Google Pixel Team Google is continuously advancing the security of Pixel devices. We have been focusing on hardening the cellular baseband modem against exploitation. Recognizing the risks associated within the complex modem firmware, Pixel 9 shipped with mitigations against a range of memory-safety vulnerabilities. For Pixel 10, Google is advancing its proactive security measures further. Following our previous discussion on "Deploying Rust in Existing
     

Bringing Rust to the Pixel Baseband

10 de Abril de 2026, 12:12
Posted by Jiacheng Lu, Software Engineer, Google Pixel Team

Google is continuously advancing the security of Pixel devices. We have been focusing on hardening the cellular baseband modem against exploitation. Recognizing the risks associated within the complex modem firmware, Pixel 9 shipped with mitigations against a range of memory-safety vulnerabilities. For Pixel 10, Google is advancing its proactive security measures further. Following our previous discussion on "Deploying Rust in Existing Firmware Codebases", this post shares a concrete application: integrating a memory-safe Rust DNS(Domain Name System) parser into the modem firmware. The new Rust-based DNS parser significantly reduces our security risk by mitigating an entire class of vulnerabilities in a risky area, while also laying the foundation for broader adoption of memory-safe code in other areas.

Here we share our experience of working on it, and hope it can inspire the use of more memory safe languages in low-level environments.

Why Modem Memory Safety Can’t Wait

In recent years, we have seen increasing interest in the cellular modem from attackers and security researchers. For example, Google's Project Zero gained remote code execution on Pixel modems over the Internet. Pixel modem has tens of Megabytes of executable code. Given the complexity and remote attack surface of the modem, other critical memory safety vulnerabilities may remain in the predominantly memory-unsafe firmware code.

Why DNS?

The DNS protocol is most commonly known in the context of browsers finding websites. With the evolution of cellular technology, modern cellular communications have migrated to digital data networks; consequently, even basic operations such as call forwarding rely on DNS services.

DNS is a complex protocol and requires parsing of untrusted data, which can lead to vulnerabilities, particularly when implemented in a memory-unsafe language (example: CVE-2024-27227). Implementing the DNS parser in Rust offers value by decreasing the attack surfaces associated with memory unsafety.

Picking a DNS library

DNS already has a level of support in the open-source Rust community. We evaluated multiple open source crates that implement DNS. Based on criteria shared in earlier posts, we identified hickory-proto as the best candidate. It has excellent maintenance, over 75% test coverage, and widespread adoption in the Rust community. Its pervasiveness shows its potential as the de-facto DNS choice and long term support. Although hickory-proto initially lacked no_std support, which is needed for Bare-metal environments (see our previous post on this topic), we were able to add support to it and its dependencies.

Adding no_std support

The work to enable no_std for hickory-proto is mostly mechanical. We shared the process in a previous post. We undertook modifications to hickory_proto and its dependencies to enable no_std support. The upstream no_std work also results in a no_std URL parser, beneficial to other projects.

The above PRs are great examples of how to extend no_std support to existing std-only crates.

Code size study

Code size is the one of the factors that we evaluated when picking the DNS library to use.

Code size
by category
Rust implemented Shim that calls Hickory-proto on receiving a DNS response 4KB
core, alloc, compiler_builtins
(reusable, one-time cost)
17KB
Hickory-proto library and dependencies 350KB



Sum 371KB

We built prototypes and measured size with size-optimized settings. Expectedly, hickory_proto is not designed with embedded use in mind, and is not optimized for size. As the Pixel modem is not tightly memory constrained, we prioritized community support and code quality, leaving code size optimizations as future work.

However, the additional code size may be a blocker for other embedded systems. This could be addressed in the future by adding additional feature flags to conditionally compile only required functionality. Implementing this modularity would be a valuable future work.

Hook-up Rust to modem firmware

Before building the Rust DNS library, we defined several Rust unit tests to cover basic arithmetic, dynamic allocations, and FFI to verify the integration of Rust with the existing modem firmware code base.

Compile Rust code to staticlib

While using cargo is the default choice for compilation in the Rust ecosystem, it presents challenges when integrating it into existing build systems. We evaluated two options:

  1. Using cargo to build a staticlib before the modem builds. Then add the produced staticlib into the linking step.
  2. Directly work with rustc and integrate the Rust compilation steps into the existing modem build system.

Option #1 does not scale if we are going to add more Rust components in the future, as linking multiple staticlibs may cause duplicated symbol errors. We chose option #2 as it scales more easily and allows tighter integration into our existing build system. Our existing C/C++ codebase uses Pigweed to drive the primary build system. Pigweed supports Rust targets (example) with direct calls to rustc through rust tools defined in GN.

We compiled all the Rust crates, including hickory-proto, its dependencies, and core, compiler_builtin, alloc, to rlib. Then, we created a staticlib target with a single lib.rs file which references all the rlib crates using extern crate keywords.

Build core, alloc, and compiler_builtins

Android’s Rust Toolchain distributes source code of core, alloc, and compiler_builtins, and we leveraged this for the modem. They can be included to the build graph by adding a GN target with crate_root pointing to the root lib.rs of each crate.

Pixel modem firmware already has a well-tested and specialized global memory allocation system to support some dynamic memory allocations. alloc support was added by implementing the GlobalAlloc with FFI calls to the allocators C APIs:

use core::alloc::{GlobalAlloc, Layout};

extern "C" {
    fn mem_malloc(size: usize, alignment: usize) -> *mut u8;
    fn mem_free(ptr: *mut u8, alignment: usize);
}

struct MemAllocator;

unsafe impl GlobalAlloc for MemAllocator {
    unsafe fn alloc(&self, layout: Layout) -> *mut u8 {
        mem_malloc(layout.size(), layout.align())
    }

    unsafe fn dealloc(&self, ptr: *mut u8, layout: Layout) {
        mem_free(ptr, layout.align());
    }
}

#[global_allocator]
static ALLOCATOR: MemAllocator = MemAllocator;

Pixel modem firmware already implements a backend for the Pigweed crash facade as the global crash handler. Exposing it into Rust panic_handler through FFI unifies the crash handling for both Rust and C/C++ code.

#![no_std]
use core::panic::PanicInfo;

extern "C" {
    pub fn PwCrashBackend(sigature: *const i8, file_name: *const i8, line: u32);
}

#[panic_handler]
fn panic(panic_info: &PanicInfo) -> ! {
    let mut filename = "";
    let mut line_number: u32 = 0;

    if let Some(location) = panic_info.location() {
        filename = location.file();
        line_number = location.line();
    }

    let mut cstr_buffer = [0u8; 128];
    // Never writes to the last byte to make sure `cstr_buffer` is always zero
    // terminated.
    let (_, writer) = cstr_buffer.split_last_mut().unwrap();
    for (place, ch) in writer.iter_mut().zip(filename.bytes()) {
        *place = ch;
    }

    unsafe {
        PwCrashBackend(
            "Rust panic\0".as_ptr() as *const i8,
            cstr_buffer.as_ptr() as *const i8,
            line_number,
        );
    }

    loop {}
}

Link Rust staticlib

The Pixel modem firmware linking has a step that calls the linker to link all the objects generated from C/C++ code. By using llvm-ar -x to extract object files from the Rust combined staticlib and supplying them to the linker, the Rust code appears in the final modem image.

There was a performance issue we experienced due to weak symbols during linking. The inclusion of Rust core and compiler-builtin caused unexpected power and performance regressions on various tests. Upon analysis, we realized that modem optimized implementations of memset and memcpy provided by the modem firmware are accidentally replaced by those defined in compiler_builtin. It seems to happen because both compiler_builtin crate and the existing codebase defines symbols as weak, linker has no way to figure out which one is weaker. We fixed the regression by stripping the compiler_builtin crate before linking using a one line shell script.

llvm-ar -t <rust staticlib> | grep compiler_builtins | xargs llvm-ar -d <rust staticlib>

Integrating hickory-proto

Expose Rust API and calling back to C++

For the DNS parser, we declared the DNS response parsing API in C and then implemented the same API in Rust.

int32_t process_dns_response(uint8_t*, int32_t);

The Rust function returns an integer standing for the error code. The received DNS answers in the DNS response are required to be updated to in-memory data structures that are coupled with the original C implementation, therefore, we use existing C functions to do it. The existing C functions are dispatched from the Rust implementation.

pub unsafe extern "C" fn process_dns_response(
    dns_response: *const u8,
    response_len: i32,
) -> i32 {
    //... validate inputs `dns_response` and `response_len`.


    // SAFETY:
    // It is safe because `dns_response` is null checked above. `response_len`
    // is passed in, safe as long as it is set correctly by vendor code.
    match process_response(unsafe {
        slice::from_raw_parts(dns_response, response_len)
    }) {
         Ok(()) => 0,
         Err(err) => err.into(),
    }
}

fn process_response(response: &[u8]) -> Result<()> {
    let response = hickory_proto::op::Message::from_bytes(response)?;
    let response = hickory_proto::xfer::DnsResponse::from_message(response)?;

   
    for answer in response.answers() {  
        match answer.record_type() {
            hickory_proto::RecordType:... => {
                // SAFETY:
                // It is safe because the callback function does not store
                // reference of the inputs or their members.
                unsafe {
                    callback_to_c_function(...)?;
                }
            }
            
            // ... more match arms omitted.
        }    
    }

    Ok(())
}

In our case, the DNS responding parsing function API is simple enough for us to hand write, while the callbacks back to C functions for handling the response have complex data type conversions. Therefore, we leveraged bindgen to generate FFI code for the callbacks.

Build third-party crates

Even with all features disabled, hickory-proto introduces more than 30 dependent crates. Manually written build rules are difficult to ensure correctness and scale poorly when upgrading dependencies into new versions.

Fuchsia has developed cargo-gnaw to support building their third party Rust crates. Cargo-gnaw works by invoking cargo metadata to resolve dependencies, then parse and generate GN build rules. This ensures correctness and ease of maintenance.

Conclusion

The Pixel 10 series of phones marks a pivotal moment, being the first Pixel device to integrate a memory-safe language into its modem.

While replacing one piece of risky attack surface is itself valuable, this project lays the foundation for future integration of memory-safe parsers and code into the cellular baseband, ensuring the baseband’s security posture will continue to improve as development continues.

Special thanks to Armando Montanez, Bjorn Mellem, Boky Chen, Cheng-Yu Tsai, Dominik Maier, Erik Gilling, Ever Rosales, Hungyen Weng, Ivan Lozano, James Farrell, Jeffrey Vander Stoep, Jiacheng Lu, Jingjing Bu, Min Xu, Murphy Stein, Ray Weng, Shawn Yang, Sherk Chung, Stephan Chen, Stephen Hines.
  • ✇Google Online Security Blog
  • Security for the Quantum Era: Implementing Post-Quantum Cryptography in Android Edward Fernandez
    Posted by Eric Lynch, Product Manager, Android and Dom Elliott, Group Product Manager, Google Play Modern digital security is at a turning point. We are on the threshold of using quantum computers to solve "impossible" problems in drug discovery, materials science, and energy—tasks that even the most powerful classical supercomputers cannot handle. However, the same unique ability to consider different options simultaneously also allows these machines to bypass our current digital locks. This
     

Security for the Quantum Era: Implementing Post-Quantum Cryptography in Android

25 de Março de 2026, 10:00
Posted by Eric Lynch, Product Manager, Android and Dom Elliott, Group Product Manager, Google Play

Modern digital security is at a turning point. We are on the threshold of using quantum computers to solve "impossible" problems in drug discovery, materials science, and energy—tasks that even the most powerful classical supercomputers cannot handle. However, the same unique ability to consider different options simultaneously also allows these machines to bypass our current digital locks. This puts the public-key cryptography we’ve relied on for decades at risk, potentially compromising everything from bank transfers to trade secrets. To secure our future, it is vital to adopt the new Post-Quantum Cryptography (PQC) standards National Institute of Standards and Technology (NIST) is urging before large-scale, fault-tolerant quantum computers become a reality.

To stay ahead of the curve, the technology industry must undertake a proactive, multi-year migration to Post-Quantum Cryptography (PQC). We have been preparing for a post-quantum world since 2016, conducting pioneering experiments with post-quantum cryptography, rolling out post-quantum capabilities in our products, and sharing our expertise through threat models and technical papers. For Android, the objective extends beyond patching individual applications or transport protocols. The imperative is to ensure that the entire platform architecture is resilient for the decades to come.

We are beginning tests of PQC enhancements starting in the next Android 17 beta, followed by general availability in the Android 17 production release. This deployment introduces a comprehensive architectural upgrade that is being rolled out across the operating system. By integrating the recently finalized NIST PQC standards deep into the platform, we’re establishing a new, quantum-resistant chain of trust. This chain of trust secures the platform continuously—from the moment the OS powers on, to the execution of applications distributed globally. Android is swapping today’s digital locks for advanced encryption to help enhance the security of every app you download—no matter how powerful future supercomputers get.

Securing the foundation: Verified boot and hardware trust

Security on any computing device begins when the hardware starts; if the underlying operating system is compromised, all subsequent software protections fail. As quantum computing advances, adversaries could potentially forge digital signatures to bypass these foundational integrity checks. To secure the platform against this looming threat, Android 17 introduces two major post-quantum cryptographic (PQC) upgrades:

  1. Upgrading Android Verified Boot (AVB): The AVB library is integrating the Module-Lattice-Based Digital Signature Algorithm (ML-DSA). This provides quantum-resistant digital signatures, ensuring the software loaded during the boot sequence remains highly resistant to unauthorized modification.
  2. Migrating Remote Attestation: Android 17 begins the transition of Remote Attestation to a fully PQC-compliant architecture under the current standards. By updating KeyMint's certificate chains to support quantum-resistant algorithms, devices can securely prove their state to relying parties, maintaining trust in a post-quantum environment.

Empowering developers: Android Keystore updates

Protecting the underlying operating system is only the first layer of defense; developers must be equipped with the cryptographic primitives necessary to leverage PQC keys and establish robust identity verification.

Implementing lattice-based cryptography, which requires significantly larger key sizes and memory footprints than classical elliptic curve cryptography, within the severely resource-constrained Trusted Execution Environment (TEE), represents a major engineering achievement. This capability is designed to support the hardware roots of trust and can now generate and verify post-quantum signatures.

Building on this hardware foundation, Android 17 updates Android Keystore to natively support ML-DSA. This allows applications to leverage quantum-safe signatures entirely within the device’s secure hardware, isolating sensitive key material from the main operating system. The SDK exposes both ML-DSA-65, and ML-DSA-87, enabling developers to seamlessly integrate these using the standard KeyPairGenerator API. This establishes a new era of identity and authentication for the app ecosystem without requiring developers to engineer proprietary cryptographic implementations.

Ecosystem scale: Bringing hybrid signing to Google Play apps and games

Android is committed to ensuring the platform is PQC resistant and extending the chain of PQC resistance to application signatures. The mechanisms used to verify the authenticity of applications are being upgraded to ensure that app installations and subsequent updates are strictly tamper-proof against quantum-enabled signature forgery. The platform will verify PQC signatures over APKs to enable this chain of trust.

To bring these critical protections to the wider developer community with minimal friction, the transition will be supported through Play App Signing. This approach provides an immediate bridge to quantum safety for the majority of active installs. Google Play will let developers automatically generate 'hybrid' signature blocks that combine classical and PQC keys.

Updating keys across billions of active devices is a complex operational endeavor. Play App Signing leverages Google Cloud KMS, which helps ensure industry-leading compliance standards, to secure signing keys. By managing signing keys securely in the cloud, Google Play enables developers to seamlessly upgrade their app security to PQC standards without the burden of complex, manual key management.

During the Android 17 release cycle, Google Play will handle the generation of quantum-safe ML-DSA signing keys for new apps and existing apps that opt-in, independent of the applications target API . Later, developers will be able to choose their own classical and ML-DSA signing keys and delegate them to Google Play for their hybrid key upgrade. To promote security best practices, Google Play will also start prompting developers to upgrade their signing keys at least every two years.

The cryptographic roadmap: From authenticity to privacy

Google’s post-quantum transition began in 2016, and Android 17 marks the first phase of Android’s post-quantum transition:

  • Securing the foundation: We are upholding the integrity of our attestation and Chain of Trust by incorporating ML-DSA into Android Verified Boot.
  • Empower Developers: The inclusion of ML-DSA support within Android Keystore and Play App Signing allows developers to safeguard their users and application.
  • Ecosystem Scale: By using hybrid signatures for APKs, developers can create a protected transition that preserves current trust while adding post-quantum defenses to block unauthorized updates.

Our roadmap further integrates post-quantum key encapsulation into KeyMint, Key Attestation and Remote Key Provisioning. This evolution is intended to bolster the security of the entire identity lifecycle—from hardware-level DICE measurements to our remote attestation servers—ensuring the Android ecosystem remains resilient and private against the quantum threats of tomorrow.

  • ✇Google Online Security Blog
  • Staying One Step Ahead: Strengthening Android’s Lead in Scam Protection Edward Fernandez
    Posted by Lyubov Farafonova, Product Manager, Phone by Google; Alberto Pastor Nieto, Sr. Product Manager Google Messages and RCS Spam and Abuse We’ve shared how Android’s proactive, multi-layered scam defenses utilize Google AI to protect users around the world from over 10 billion suspected malicious calls and messages every month1. While that scale is significant, the true impact of these protections is best understood through the stories of the individuals they help keep safe every day.
     

Staying One Step Ahead: Strengthening Android’s Lead in Scam Protection

25 de Fevereiro de 2026, 12:17
Posted by Lyubov Farafonova, Product Manager, Phone by Google; Alberto Pastor Nieto, Sr. Product Manager Google Messages and RCS Spam and Abuse

We’ve shared how Android’s proactive, multi-layered scam defenses utilize Google AI to protect users around the world from over 10 billion suspected malicious calls and messages every month1. While that scale is significant, the true impact of these protections is best understood through the stories of the individuals they help keep safe every day. This includes people like Majik B., an IT professional in Sunnyvale, California.

Despite his technical background, Majik recently found himself on a call that felt dangerously legitimate. While using his Pixel, he received a call that appeared to be from his bank. The number looked correct, the caller knew his name and his address, and the story about a "suspicious charge" made perfect sense. "I’m usually pretty careful about this stuff," Majik recalled, "but I stayed on the line longer than I normally would. Even knowing how these scams work, it was convincing in the moment."

The turning point came when his phone displayed a Scam Detection warning during the call, which provided a critical moment to pause and reflect. Majik hung up, checked his bank app directly, and confirmed there was no fraudulent charge. For Majik, Scam Detection was the intervention he needed: “The warning is what made me pause and avoid a bad situation”.

While stories like Majik’s show how our existing protections provide a robust shield against scams, our work isn't done. As scammers evolve their tactics and create more convincing and personalized threats, we’re using the best of Google AI to stay one step ahead.

A recent evaluation by Counterpoint Research found that Android smartphones provide the most comprehensive AI-powered protections of any mobile platform. We are committed to building on this foundation by expanding our AI-powered protections to more users and devices, while rolling out new features that utilize on-device AI to defend against increasingly sophisticated threats.

Expanding Scam Detection for Calls to Samsung Devices

To help protect you during phone calls, Scam Detection alerts you if a caller uses speech patterns commonly associated with fraud. We are bringing these protections to more of our users through new regional expansion and availability on new devices. Scam Detection for phone calls on Google Pixel devices is available in the US, UK, Australia, Canada, France, Germany, India, Ireland, Italy, Japan, Mexico, and Spain.

Scam Detection is already helping millions of users to stay safe from scammers, and we are expanding this feature to more manufacturers, starting with the Samsung Galaxy S26 series in the U.S. We are continuing to work with our partners to bring these industry-leading protections to even more users.

Powered by Gemini’s on-device model, Scam Detection provides intelligent protection against scam calls while ensuring that the processing stays on your device. This keeps your conversations private while delivering warnings in real-time. To preserve your privacy, the phone conversation processed by Scam Detection is neither stored on your device, nor shared outside of the device. To ensure you stay in total control of your experience, Scam Detection is turned off by default. When enabled, the feature only applies to calls identified as potential scams and is never used in calls with your contacts. You can easily manage these preferences in your phone settings whenever you choose.

Enhanced Protection Against Messaging Scams

We want everyone to feel secure when they open their messages, no matter where they are or what language they speak. To make this possible, we’ve now expanded Scam Detection for Google Messages to more than 20 countries. This includes support for several languages including English, Arabic, French, German, Portuguese, and Spanish.

Beyond reaching more people, we are also making our protections more intelligent. We are enhancing how Google Messages identifies fraudulent texts by utilizing our Gemini on-device model on the latest Android flagship devices in the US, Canada, and the UK. The added power of Gemini’s on-device model allows for a much more nuanced analysis of complex conversational threats.

For example, it can better detect the subtle conversational patterns used in job offer scams or sophisticated romance baiting scams (also known as “pig butchering”), a deceptive tactic where a scammer builds a long-term "relationship" with a potential victim to gain their trust, before tricking them into a fraudulent investment. Because these methods rely on gradual manipulation and don’t present typical warning signs, they need more advanced capabilities to catch them at scale. These advanced protections are now rolling out on Google Pixel 10 series and other select devices, and will be available on the Samsung Galaxy S26 series.

Gemini-powered Scam Detection alerts a user to a job offer scam

Using the Best of Google AI to Set the Standard in Mobile Scam Protection

Android continues to set the standard in mobile scam protections by leveraging advanced AI to identify and intercept threats as they happen. As scammer’s strategies shift, we remain committed to developing equally adaptive and intelligent defenses. Our goal is to provide you with peace of mind so you can continue to connect and communicate with confidence, knowing our multi-layered defenses are there to help protect your financial and personal data against mobile scams.


Disclaimers

1: This total comprises all instances where a message or call was proactively blocked or where a user was alerted to potential spam or scam activity.

  • ✇Google Online Security Blog
  • Keeping Google Play & Android app ecosystems safe in 2025 Edward Fernandez
    Posted by Vijaya Kaza, VP and GM, App & Ecosystem Trust The Android ecosystem is a thriving global community built on trust, giving billions of users the confidence to download the latest apps. In order to maintain that trust, we’re focused on ensuring that apps do not cause real-world harm, such as malware, financial fraud, hidden subscriptions, and privacy invasions. As bad actors leverage AI to change their tactics and launch increasingly sophisticated attacks, we’ve deepened our in
     

Keeping Google Play & Android app ecosystems safe in 2025

19 de Fevereiro de 2026, 14:00
Posted by Vijaya Kaza, VP and GM, App & Ecosystem Trust

The Android ecosystem is a thriving global community built on trust, giving billions of users the confidence to download the latest apps. In order to maintain that trust, we’re focused on ensuring that apps do not cause real-world harm, such as malware, financial fraud, hidden subscriptions, and privacy invasions. As bad actors leverage AI to change their tactics and launch increasingly sophisticated attacks, we’ve deepened our investments in AI and real-time defenses over the last year to maintain the upper hand and stop these threats before they reach users.

Upgrading Google Play’s AI-powered, multi-layered user protections

We’ve seen a clear impact from these safety efforts on Google Play. In 2025, we prevented over 1.75 million policy-violating apps from being published on Google Play and banned more than 80,000 bad developer accounts that attempted to publish harmful apps. These figures demonstrate how our proactive protections and push for a more accountable ecosystem are discouraging bad actors from publishing malicious apps, while our new tools help honest developers build compliant apps more easily. Initiatives like developer verification, mandatory pre-review checks, and testing requirements have raised the bar for the Google Play ecosystem, significantly reducing the paths for bad actors to enter.

User safety is at the core of everything we build. Over the years, we’ve continually introduced ways to help users stay safe and make informed app choices — from parental controls to data safety transparency and app badges. We’re constantly improving our policies and protections to encourage safe, high-quality apps on Google Play and stop bad actors before they cause harm.

Apps on Google Play undergo rigorous reviews for safety and compliance with our policies. Last year, we shared that Google Play runs over 10,000 safety checks on every app we publish, and we continue to check and recheck apps after they’ve been published. In 2025, we continued scaling our defenses even further by:

  • Boosting AI-enhanced app detection: We integrated Google’s latest generative AI models into our review process, helping our human review team continue to find complex malicious patterns faster.
  • Preventing unnecessary access to sensitive data: We prevented over 255,000 apps from getting excessive access to sensitive user data and continued to strengthen our privacy policies. Our commitment to privacy-forward app development, supported by tools like Play Policy Insights in Android Studio and Data safety section, has empowered developers to continue to: minimize privacy-sensitive permission requests, and prioritize the user in their design choices.
  • Blocking spam ratings and reviews: Whether they lead to review inflation or deflation, spam ratings and reviews can negatively impact our users’ trust and our developers’ growth. We’re continually evolving our detection models to help ensure app reviews are accurate. Our anti-spam protections blocked 160 million spam ratings and reviews last year, including inflated and deflated reviews. We also prevented an average 0.5-star rating drop for apps targeted by review bombing, protecting our users and developers from unhelpful reviews.
  • Safeguarding kids and families: Our approach to kids and families is built on the core belief that children deserve a safe, enriching digital environment. Our commitment is to empower parents with robust tools while providing children with access to high-quality, age-appropriate content. Last year, we announced new layers of protection, in addition to our existing safeguards, to prevent younger audiences from discovering or downloading apps involving activities like gambling or dating.

Enhancing Google Play Protect to help keep the entire Android ecosystem safe

We also continued to improve our protections for the broader Android ecosystem, by expanding Google Play Protect and real-time security measures like in-call scam protections to help keep users safe from scams, fraud, and other threats.

As Android’s built-in defense against malware and unwanted software, Google Play Protect now scans over 350 billion Android apps daily. This proactive protection constantly checks both Play apps and those from other sources to ensure they are not potentially harmful. And, last year, its real-time scanning capability identified more than 27 million new malicious apps from outside Google Play, warning users or blocking the app to neutralize the threat. To benefit from these protections, we recommend that users always keep Google Play Protect on.

While fraudsters are constantly evolving their tactics, Google Play Protect is evolving faster. Last year, we expanded:

  • Enhanced fraud protection: Google Play Protect’s enhanced fraud protection analyzes and automatically blocks the installation of apps that may abuse sensitive permissions to commit financial fraud. This protection is triggered when a user attempts to install an app from an "Internet-sideloading source" — such as a web browser or messaging app — that requests a sensitive permission. Building on the success of our initial pilot in Singapore, we expanded enhanced fraud protection to 185 markets, now covering more than 2.8 billion Android devices. In 2025, we blocked 266 million risky installation attempts and helped protect users from 872,000 unique, high-risk applications.
  • In-call scam protection: We also introduced new protections to combat social engineering attacks during phone calls. This feature preemptively disables the ability to turn off Google Play Protect during phone calls, stopping bad actors from being able to trick users into disabling their device's built-in defenses to download a malicious app while on a call.

Partnering with developers for a more secure, privacy-friendly future

Keeping Android and Google Play safe requires deep collaboration. We want to thank our global developer community for their partnership and for sharing their feedback on the tools and support they need to succeed.

In 2025, we focused on reducing friction for developers and providing them with tools to safeguard their businesses:

  • Building safer apps more easily: We’re helping developers streamline their work by bringing insights directly into their natural workflows. It starts with Play Policy Insights in Android Studio, which gives developers real-time feedback as they code. We focused first on permissions and APIs that grant deeper system access or handle personal data, like location or photos. This gives developers a head start on policy requirements, including prominent disclosures or usage declarations, while they’re still building. When developers move to Play Console to prepare their apps for submission, our expanded pre-review checks help catch common reasons for rejection, like improper usage of credentials or permissions and broken privacy policy links, ensuring smoother, faster reviews.
  • Stronger threat detection with Play Integrity API: Every day, apps and games make over 20 billion checks with Play Integrity API to protect against abuse and unauthorized access. In 2025, we added hardware-backed signals to make it even harder for bad actors to spoof devices and introduced new in-app prompts that let users fix common issues like network errors without leaving the app. We also launched device recall in beta to help developers identify repeat bad actors even after a device has been reset, all while protecting user privacy.
  • Building trust through developer verification: We’ve seen how effective developer verification is on Google Play, and now we’re applying those lessons to the broader Android ecosystem. By ensuring there is a real, accountable identity behind every app, verification helps legitimize authentic developers and prevents bad actors from hiding behind anonymity to repeatedly cause harm. After gathering feedback during our early access period, we’ll open up verification to all developers this year. We’ve also added a dedicated account type for students and hobbyists, which will allow them to distribute these apps to a limited number of devices without the full verification requirements.
  • Greater security with every Android release: In Android 16, developers can protect users’ most private information, like bank logins, with just one line of code. We’ve integrated this feature automatically to certain apps for an instant security boost against “tapjacking,” a trick where bad apps use hidden layers to steal clicks for ad fraud.

Looking ahead

Our top priority remains making Google Play and Android the most trusted app ecosystems for everyone. This year, we’ll continue to invest in AI-driven defenses to stay ahead of emerging threats and equip Android developers with the tools they need to build apps safely. To empower developers who distribute their apps on Google Play, we’ll maintain our focus on embedding checks to help build apps that are compliant by design, while providing guidance to help proactively avoid policy violations before an app is published. We’ll also roll out Android developer verifications to hold bad actors accountable and prevent them from hiding behind anonymity to cause repeated harm.

Thank you for being part of the Google Play and Android community as we work together to build a safer app ecosystem.

  • ✇Google Online Security Blog
  • New Android Theft Protection Feature Updates: Smarter, Stronger Edward Fernandez
    Posted by Nataliya Stanetsky, Fabricio Ferracioli, Elliot Sisteron, Irene Ang of the Android Security Team Phone theft is more than just losing a device; it's a form of financial fraud that can leave you suddenly vulnerable to personal data and financial theft. That’s why we're committed to providing multi-layered defenses that help protect you before, during, and after a theft attempt. Today, we're announcing a powerful set of theft protection feature updates that build on our existing prot
     

New Android Theft Protection Feature Updates: Smarter, Stronger

27 de Janeiro de 2026, 13:59
Posted by Nataliya Stanetsky, Fabricio Ferracioli, Elliot Sisteron, Irene Ang of the Android Security Team

Phone theft is more than just losing a device; it's a form of financial fraud that can leave you suddenly vulnerable to personal data and financial theft. That’s why we're committed to providing multi-layered defenses that help protect you before, during, and after a theft attempt.

Today, we're announcing a powerful set of theft protection feature updates that build on our existing protections, designed to give you greater peace of mind by making your device a much harder target for criminals.

Stronger Authentication Safeguards

We've expanded our security to protect you against an even wider range of threats. These updates are now available for Android devices running Android 16+.

More User Control for Failed Authentications: In Android 15, we launched Failed Authentication Lock, a feature that automatically locks the device's screen after excessive failed authentication attempts. This feature is now getting a new dedicated enable/disable toggle in settings, giving you more granular control over your device's security.

Expanding Identity Check to cover more: Early in 2025, we enabled Identity Check for Android 15+, which requires the user to utilize biometrics when performing certain actions outside of trusted places. Later in the year, we extended this safeguard to cover all features and apps that use the Android Biometric Prompt. This means that critical tools that utilize Biometric Prompt, like third-party banking apps and Google Password Manager, now automatically benefit from the additional security of Identity Check.

Stronger Protection Against Screen Lock Guessing: We’re making it much harder for a thief to guess your PIN, pattern, or password by increasing the lockout time after failed attempts. To ensure you aren’t locked out by mistake (by a curious child, for instance), identical incorrect guesses no longer count toward your retry limit.

  • ✇Google Online Security Blog
  • Further Hardening Android GPUs Edward Fernandez
    Posted by Liz Prucka, Hamzeh Zawawy, Rishika Hooda, Android Security and Privacy Team Last year, Google's Android Red Team partnered with Arm to conduct an in-depth security analysis of the Mali GPU, a component used in billions of Android devices worldwide. This collaboration was a significant step in proactively identifying and fixing vulnerabilities in the GPU software and firmware stack. While finding and fixing individual bugs is crucial, and progress continues on eliminating them enti
     

Further Hardening Android GPUs

9 de Dezembro de 2025, 14:00
Posted by Liz Prucka, Hamzeh Zawawy, Rishika Hooda, Android Security and Privacy Team

Last year, Google's Android Red Team partnered with Arm to conduct an in-depth security analysis of the Mali GPU, a component used in billions of Android devices worldwide. This collaboration was a significant step in proactively identifying and fixing vulnerabilities in the GPU software and firmware stack.

While finding and fixing individual bugs is crucial, and progress continues on eliminating them entirely, making them unreachable by restricting attack surface is another effective and often faster way to improve security. This post details our efforts in partnership with Arm to further harden the GPU by reducing the driver's attack surface.

The Growing Threat: Why GPU Security Matters

The Graphics Processing Unit (GPU) has become a critical and attractive target for attackers due to its complexity and privileged access to the system. The scale of this threat is significant: since 2021, the majority of Android kernel driver-based exploits have targeted the GPU. These exploits primarily target the interface between the User-Mode Driver (UMD) and the highly privileged Kernel-Mode Driver (KMD), where flaws can be exploited by malicious input to trigger memory corruption.

Partnership with Arm

Our goal is to raise the bar on GPU security, ensuring the Mali GPU driver and firmware remain highly resilient against potential threats. We partnered with Arm to conduct an analysis of the Mali driver, used on approximately 45% of Android devices. This collaboration was crucial for understanding the driver’s attack surface and identifying areas that posed a security risk, but were not necessary for production use.

The Right Tool for the Job: Hardening with SELinux

One of the key findings of our investigation was the opportunity to restrict access to certain GPU IOCTLs. IOCTLs act as the GPU kernel driver’s user input and output, as well as the attack surface. This approach builds on earlier kernel hardening efforts, such as those described in the 2016 post Protecting Android with More Linux Security. Mali ioctls can be broadly categorized as:

  • Unprivileged: Necessary for normal operation.
  • Instrumentation: Used by developers for profiling and debugging.
  • Restricted: Should not be used by applications in production. This includes IOCTLs which are intended only for GPU development, as well as IOCTLs which have been deprecated and are no longer used by a device’s current User-Mode Driver (UMD) version.

Our goal is to block access to deprecated and debug IOCTLs in production. Instrumentation IOCTLs are intended for use by profiling tools to monitor system GPU performance and are not intended to be directly used by applications in production. As such, access is restricted to shell or applications marked as debuggable. Production IOCTLs remain accessible to regular applications.

A Staged Rollout

The approach is iterative and is a staged rollout for devices using the Mali GPU. This way, we were able to carefully monitor real-world usage and collect data to validate the policy, minimizing the risk of breaking legitimate applications before moving to broader adoption:

  1. Opt-In Policy: We started with an "opt-in" policy. We created a new SELinux attribute, gpu_harden, that disallowed instrumentation ioctls. We then selectively applied this attribute to certain system apps to test the impact. We used the allowxperm rule to audit, but not deny, access to the intended resource, and monitored the denial logs to ensure no breakage.
  2. Opt-Out Policy: Once we were confident that our approach was sound, we moved to an "opt-out" policy. We created a gpu_debug domain that would allow access to instrumentation ioctls. All applications were hardened by default, but developers could opt-out by:
  • Running on a rooted device.
  • Setting the android:debuggable="true" attribute in their app's manifest.
  • Requesting a permanent exception in the SELinux policy for their application.

This approach allowed us to roll out the new security policy broadly while minimizing the impact on developers.

Step by Step instructions on how to add your Sepolicy

To help our partners and the broader ecosystem adopt similar hardening measures, this section provides a practical, step-by-step guide for implementing a robust SELinux policy to filter GPU ioctls. This example is based on the policy we implemented for the Mali GPU on Android devices.

The core principle is to create a flexible, platform-level macro that allows each device to define its own specific lists of GPU ioctl commands to be restricted. This approach separates the general policy logic from the device-specific implementation.

Official documentation detailing the added macro and GPU security policy is available at:

SELinux Hardening Macro: GPU Syscall Filtering

Android Security Change: Android 16 Behavior Changes

Step 1: Utilize the Platform-Level Hardening Macro

The first step is to use a generic macro that we built in the platform's system/sepolicy that can be used by any device. This macro establishes the framework for filtering different categories of ioctls.

In the file/sepolicy/public/te_macros, a new macro is created. This macro allows device-specific policies to supply their own lists of ioctls to be filtered. The macro is designed to:

  • Allow all applications (appdomain) access to a defined list of unprivileged ioctls.
  • Restrict access to sensitive "instrumentation" ioctls, only permitting them for debugging tools like shell or runas_app when the application is debuggable.
  • Block access to privileged ioctls based on the application's target SDK version, maintaining compatibility for older applications.

Step 2: Define Device-Specific IOCTL Lists

With the platform macro in place, you can now create a device-specific implementation. This involves defining the exact ioctl commands used by your particular GPU driver.

  1. Create an ioctl_macros file in your device's sepolicy directory (e.g., device/your_company/your_device/sepolicy/ioctl_macros).
  2. Define the ioctl lists inside this file, categorizing them as needed. Based on our analysis, we recommend at least mali_production_ioctls, mali_instrumentation_ioctls, and mali_debug_ioctls. These lists will contain the hexadecimal ioctl numbers specific to your driver.

    For example, you can define your IOCTL lists as follows:

    define(`unpriv_gpu_ioctls', `0x0000, 0x0001, 0x0002')
    define(`restricted_ioctls', `0x1110, 0x1111, 0x1112')
    define(`instrumentation_gpu_ioctls', `0x2220, 0x2221, 0x2222')

Arm has provided official categorization of their IOCTLs in Documentation/ioctl-categories.rst of their r54p2 release. This list will continue to be maintained in future driver releases.

Step 3: Apply the Policy to the GPU Device

Now, you apply the policy to the GPU device node using the macro you created.

  1. Create a gpu.te file in your device's sepolicy directory.
  2. Call the platform macro from within this file, passing in the device label and the ioctl lists you just defined.

Step 4: Test, Refine, and Enforce

As with any SELinux policy development, the process should be iterative. This iterative process is consistent with best practices for SELinux policy development outlined in the Android Open Source Project documentation.

Conclusion

Attack surface reduction is an effective approach to security hardening, rendering vulnerabilities unreachable. This technique is particularly effective because it provides users strong protection against existing but also not-yet-discovered vulnerabilities, and vulnerabilities that might be introduced in the future. This effort spans across Android and Android OEMs, and required close collaboration with Arm. The Android security team is committed to collaborating with ecosystem partners to drive broader adoption of this approach to help harden the GPU.

Acknowledgments

Thank you to Jeffrey Vander Stoep for his valuable suggestions and extensive feedback on this post.

  • ✇Google Online Security Blog
  • Android expands pilot for in-call scam protection for financial apps Edward Fernandez
    Posted by Aden Haussmann, Associate Product Manager and Sumeet Sharma, Play Partnerships Trust & Safety Lead Android uses the best of Google AI and our advanced security expertise to tackle mobile scams from every angle. Over the last few years, we’ve launched industry-leading features to detect scams and protect users across phone calls, text messages and messaging app chat notifications. These efforts are making a real difference in the lives of Android users. According to a recent You
     

Android expands pilot for in-call scam protection for financial apps

3 de Dezembro de 2025, 13:59
Posted by Aden Haussmann, Associate Product Manager and Sumeet Sharma, Play Partnerships Trust & Safety Lead

Android uses the best of Google AI and our advanced security expertise to tackle mobile scams from every angle. Over the last few years, we’ve launched industry-leading features to detect scams and protect users across phone calls, text messages and messaging app chat notifications.

These efforts are making a real difference in the lives of Android users. According to a recent YouGov survey1 commissioned by Google, Android users were 58% more likely than iOS users to report they had not received any scam texts in the prior week2.

But our work doesn’t stop there. Scammers are continuously evolving, using more sophisticated social engineering tactics to trick users into sharing their phone screen while on the phone to visit malicious websites, reveal sensitive information, send funds or download harmful apps. One popular scam involves criminals impersonating banks or other trusted institutions on the phone to try to manipulate victims into sharing their screen in order to reveal banking information or make a financial transfer.

To help combat these types of financial scams, we launched a pilot earlier this year in the UK focused on in-call protections for financial apps.

How the in-call scam protection works on Android

When you launch a participating financial app while screen sharing and on a phone call with a number that is not saved in your contacts, your Android device3 will automatically warn you about the potential dangers and give you the option to end the call and to stop screen sharing with just one tap. The warning includes a 30-second pause period before you’re able to continue, which helps break the ‘spell’ of the scammer's social engineering, disrupting the false sense of urgency and panic commonly used to manipulate you into a scam.

Bringing in-call scam protections to more users on Android

The UK pilot of Android’s in-call scam protections has already helped thousands of users end calls that could have cost them a significant amount of money. Following this success, and alongside recently launched pilots with financial apps in Brazil and India, we’ve now expanded this protection to most major UK banks.

We’ve also started to pilot this protection with more app types, including peer-to-peer (P2P) payment apps. Today, we’re taking the next step in our expansion by rolling out a pilot of this protection in the United States4 with a number of popular fintechs like Cash App and banks, including JPMorganChase.

We are committed to collaborating across the ecosystem to help keep people safe from scams. We look forward to learning from these pilots and bringing these critical safeguards to even more users in the future.

Notes


  1. Google/YouGov survey, July-August, n=5,100 (1,700 each in the US, Brazil and India), with adults who use their smartphones daily and who have been exposed to a scam or fraud attempt on their smartphone. Survey data have been weighted to smartphone population adults in each country.  

  2. Among users who use the default texting app on their smartphone.  

  3. Compatible with Android 11+ devices 

  4. US users of the US versions of the apps; rollout begins Dec. 2025 

Android Quick Share Support for AirDrop: A Secure Approach to Cross-Platform File Sharing

20 de Novembro de 2025, 14:00
Posted by Dave Kleidermacher, VP, Platforms Security & Privacy, Google

Technology should bring people closer together, not create walls. Being able to communicate and connect with friends and family should be easy regardless of the phone they use. That’s why Android has been building experiences that help you stay connected across platforms.

As part of our efforts to continue to make cross-platform communication more seamless for users, we've made Quick Share interoperable with AirDrop, allowing for two-way file sharing between Android and iOS devices, starting with the Pixel 10 Family. This new feature makes it possible to quickly share your photos, videos, and files with people you choose to communicate with, without worrying about the kind of phone they use.

Most importantly, when you share personal files and content, you need to trust that it stays secure. You can share across devices with confidence knowing we built this feature with security at its core, protecting your data with strong safeguards that have been tested by independent security experts.

Secure by Design

We built Quick Share’s interoperability support for AirDrop with the same rigorous security standards that we apply to all Google products. Our approach to security is proactive and deeply integrated into every stage of the development process. This includes:

  • Threat Modeling: We identify and address potential security risks before they can become a problem.
  • Internal Security Design and Privacy Reviews: Our dedicated security and privacy teams thoroughly review the design to ensure it meets our high standards.
  • Internal Penetration Testing: We conduct extensive in-house testing to identify and fix vulnerabilities.

This Secure by Design philosophy ensures that all of our products are not just functional but also fundamentally secure.

This feature is also protected by a multi-layered security approach to ensure a safe sharing experience from end-to-end, regardless of what platform you’re on.

  • Secure Sharing Channel: The communication channel itself is hardened by our use of Rust to develop this feature. This memory-safe language is the industry benchmark for building secure systems and provides confidence that the connection is protected against buffer overflow attacks and other common vulnerabilities.
  • Built-in Platform Protections: This feature is strengthened by the robust built-in security of both Android and iOS. On Android, security is built in at every layer. Our deep investment in Rust at the OS level hardens the foundation, while proactive defenses like Google Play Protect work to keep your device safe. This is complemented by the security architecture of iOS that provides its own strong safeguards that mitigate malicious files and exploitation. These overlapping protections on both platforms work in concert with the secure connection to provide comprehensive safety for your data when you share or receive.
  • You’re in Control: Sharing across platforms works just like you're used to: a file requires your approval before being received, so you're in control of what you accept.

The Power of Rust: A Foundation of Secure Communication

A key element of our security strategy for the interoperability layer between Quick Share and AirDrop is the use of the memory-safe Rust programming language. Recognized by security agencies around the world, including the NSA and CISA, Rust is widely considered the industry benchmark for building secure systems because it eliminates entire classes of memory-safety vulnerabilities by design.

Rust is already a cornerstone of our broader initiative to eliminate memory safety bugs across Android. Its selection for this feature was deliberate, driven by the unique security challenges of cross-platform communication that demanded the most robust protections for memory safety.

The core of this feature involves receiving and parsing data sent over a wireless protocol from another device. Historically, when using a memory-unsafe language, bugs in data parsing logic are one of the most common sources of high-severity security vulnerabilities. A malformed data packet sent to a parser written in a memory-unsafe language can lead to buffer overflows and other memory corruption bugs, creating an opportunity for code execution.

This is precisely where Rust provides a robust defense. Its compiler enforces strict ownership and borrowing rules at compile time, which guarantees memory safety. Rust removes entire classes of memory-related bugs. This means our implementation is inherently resilient against attackers attempting to use maliciously crafted data packets to exploit memory errors.

Secure Sharing Using AirDrop's "Everyone" Mode

To ensure a seamless experience for both Android and iOS users, Quick Share currently works with AirDrop's "Everyone for 10 minutes" mode. This feature does not use a workaround; the connection is direct and peer-to-peer, meaning your data is never routed through a server, shared content is never logged, and no extra data is shared. As with "Everyone for 10 minutes" mode on any device when you’re sharing between non-contacts, you can ensure you're sharing with the right person by confirming their device name on your screen with them in person.

This implementation using "Everyone for 10 minutes” mode is just the first step in seamless cross-platform sharing, and we welcome the opportunity to work with Apple to enable “Contacts Only” mode in the future.

Tested by Independent Security Experts

After conducting our own secure product development, internal threat modeling, privacy reviews, and red team penetration tests, we engaged with NetSPI, a leading third-party penetration testing firm, to further validate the security of this feature and conduct an independent security assessment. The assessment found the interoperability between Quick Share and AirDrop is secure, is “notably stronger” than other industry implementations and does not leak any information.

Based on these internal and external assessments, we believe our implementation provides a strong security foundation for cross-platform file sharing for both Android and iOS users. We will continue to evaluate and enhance the implementation’s security in collaboration with additional third-party partners.

To complement this deep technical audit, we also sought expert third-party perspective on our approach from Dan Boneh, a renowned security expert and professor at Stanford University:

“Google’s work on this feature, including the use of memory safe Rust for the core communications layer, is a strong example of how to build secure interoperability, ensuring that cross-platform information sharing remains safe. I applaud the effort to open more secure information sharing between platforms and encourage Google and Apple to work together more on this."

The Future of File-Sharing Should Be Interoperable

This is just the first step as we work to improve the experience and expand it to more devices. We look forward to continuing to work with industry partners to make connecting and communicating across platforms a secure, seamless experience for all users.

  • ✇Google Online Security Blog
  • Rust in Android: move fast and fix things Edward Fernandez
    Posted by Jeff Vander Stoep, Android Last year, we wrote about why a memory safety strategy that focuses on vulnerability prevention in new code quickly yields durable and compounding gains. This year we look at how this approach isn’t just fixing things, but helping us move faster. The 2025 data continues to validate the approach, with memory safety vulnerabilities falling below 20% of total vulnerabilities for the first time. Updated data for 2025. This data covers first-party and
     

Rust in Android: move fast and fix things

13 de Novembro de 2025, 13:59
Posted by Jeff Vander Stoep, Android

Last year, we wrote about why a memory safety strategy that focuses on vulnerability prevention in new code quickly yields durable and compounding gains. This year we look at how this approach isn’t just fixing things, but helping us move faster.

The 2025 data continues to validate the approach, with memory safety vulnerabilities falling below 20% of total vulnerabilities for the first time.

Updated data for 2025. This data covers first-party and third-party (open source) code changes to the Android platform across C, C++, Java, Kotlin, and Rust. This post is published a couple of months before the end of 2025, but Android’s industry-standard 90-day patch window means that these results are very likely close to final. We can and will accelerate patching when necessary.

We adopted Rust for its security and are seeing a 1000x reduction in memory safety vulnerability density compared to Android’s C and C++ code. But the biggest surprise was Rust's impact on software delivery. With Rust changes having a 4x lower rollback rate and spending 25% less time in code review, the safer path is now also the faster one.

In this post, we dig into the data behind this shift and also cover:

  • How we’re expanding our reach: We're pushing to make secure code the default across our entire software stack. We have updates on Rust adoption in first-party apps, the Linux kernel, and firmware.
  • Our first rust memory safety vulnerability...almost: We'll analyze a near-miss memory safety bug in unsafe Rust: how it happened, how it was mitigated, and steps we're taking to prevent recurrence. It’s also a good chance to answer the question “if Rust can have memory safety issues, why bother at all?”

Building Better Software, Faster

Developing an operating system requires the low-level control and predictability of systems programming languages like C, C++, and Rust. While Java and Kotlin are important for Android platform development, their role is complementary to the systems languages rather than interchangeable. We introduced Rust into Android as a direct alternative to C and C++, offering a similar level of control but without many of their risks. We focus this analysis on new and actively developed code because our data shows this to be an effective approach.

When we look at development in systems languages (excluding Java and Kotlin), two trends emerge: a steep rise in Rust usage and a slower but steady decline in new C++.

Net lines of code added: Rust vs. C++, first-party Android code.
This chart focuses on first-party (Google-developed) code (unlike the previous chart that included all first-party and third-party code in Android.) We only include systems languages, C/C++ (which is primarily C++), and Rust.

The chart shows that the volume of new Rust code now rivals that of C++, enabling reliable comparisons of software development process metrics. To measure this, we use the DORA1 framework, a decade-long research program that has become the industry standard for evaluating software engineering team performance. DORA metrics focus on:

  • Throughput: the velocity of delivering software changes.
  • Stability: the quality of those changes.

Cross-language comparisons can be challenging. We use several techniques to ensure the comparisons are reliable.

  • Similar sized changes: Rust and C++ have similar functionality density, though Rust is slightly denser. This difference favors C++, but the comparison is still valid. We use Gerrit’s change size definitions.
  • Similar developer pools: We only consider first-party changes from Android platform developers. Most are software engineers at Google, and there is considerable overlap between pools with many contributing in both.
  • Track trends over time: As Rust adoption increases, are metrics changing steadily, accelerating the pace, or reverting to the mean?

Throughput

Code review is a time-consuming and high-latency part of the development process. Reworking code is a primary source of these costly delays. Data shows that Rust code requires fewer revisions. This trend has been consistent since 2023. Rust changes of a similar size need about 20% fewer revisions than their C++ counterparts.

In addition, Rust changes currently spend about 25% less time in code review compared to C++. We speculate that the significant change in favor of Rust between 2023 and 2024 is due to increased Rust expertise on the Android team.

While less rework and faster code reviews offer modest productivity gains, the most significant improvements are in the stability and quality of the changes.

Stability

Stable and high-quality changes differentiate Rust. DORA uses rollback rate for evaluating change stability. Rust's rollback rate is very low and continues to decrease, even as its adoption in Android surpasses C++.

For medium and large changes, the rollback rate of Rust changes in Android is ~4x lower than C++. This low rollback rate doesn't just indicate stability; it actively improves overall development throughput. Rollbacks are highly disruptive to productivity, introducing organizational friction and mobilizing resources far beyond the developer who submitted the faulty change. Rollbacks necessitate rework and more code reviews, can also lead to build respins, postmortems, and blockage of other teams. Resulting postmortems often introduce new safeguards that add even more development overhead.

In a self-reported survey from 2022, Google software engineers reported that Rust is both easier to review and more likely to be correct. The hard data on rollback rates and review times validates those impressions.

Putting it all together

Historically, security improvements often came at a cost. More security meant more process, slower performance, or delayed features, forcing trade-offs between security and other product goals. The shift to Rust is different: we are significantly improving security and key development efficiency and product stability metrics.

Expanding Our Reach

With Rust support now mature for building Android system services and libraries, we are focused on bringing its security and productivity advantages elsewhere.

  • Kernel: Android’s 6.12 Linux kernel is our first kernel with Rust support enabled and our first production Rust driver. More exciting projects are underway, such as our ongoing collaboration with Arm and Collabora on a Rust-based kernel-mode GPU driver.
  • Firmware: The combination of high privilege, performance constraints, and limited applicability of many security measures makes firmware both high-risk, and challenging to secure. Moving firmware to Rust can yield a major improvement in security. We have been deploying Rust in firmware for years now, and even released tutorials, training, and code for the wider community. We’re particularly excited about our collaboration with Arm on Rusted Firmware-A.
  • First-party applications: Rust is ensuring memory safety from the ground up in several security-critical Google applications, such as:
    • Nearby Presence: The protocol for securely and privately discovering local devices over Bluetooth is implemented in Rust and is currently running in Google Play Services.
    • MLS: The protocol for secure RCS messaging is implemented in Rust and will be included in the Google Messages app in a future release.
    • Chromium: Parsers for PNG, JSON, and web fonts have been replaced with memory-safe implementations in Rust, making it easier for Chromium engineers to deal with data from the web while following the Rule of 2.


These examples highlight Rust's role in reducing security risks, but memory-safe languages are only one part of a comprehensive memory safety strategy. We continue to employ a defense-in-depth approach, the value of which was clearly demonstrated in a recent near-miss.

Our First Rust Memory Safety Vulnerability...Almost

We recently avoided shipping our very first Rust-based memory safety vulnerability: a linear buffer overflow in CrabbyAVIF. It was a near-miss. To ensure the patch received high priority and was tracked through release channels, we assigned it the identifier CVE-2025-48530. While it’s great that the vulnerability never made it into a public release, the near-miss offers valuable lessons. The following sections highlight key takeaways from our postmortem.

Scudo Hardened Allocator for the Win

A key finding is that Android’s Scudo hardened allocator deterministically rendered this vulnerability non-exploitable due to guard pages surrounding secondary allocations. While Scudo is Android’s default allocator, used on Google Pixel and many other devices, we continue to work with partners to make it mandatory. In the meantime, we will issue CVEs of sufficient severity for vulnerabilities that could be prevented by Scudo.

In addition to protecting against overflows, Scudo’s use of guard pages helped identify this issue by changing an overflow from silent memory corruption into a noisy crash. However, we did discover a gap in our crash reporting: it failed to clearly show that the crash was a result of an overflow, which slowed down triage and response. This has been fixed, and we now have a clear signal when overflows occur into Scudo guard pages.

Unsafe Review and Training

Operating system development requires unsafe code, typically C, C++, or unsafe Rust (for example, for FFI and interacting with hardware), so simply banning unsafe code is not workable. When developers must use unsafe, they should understand how to do so soundly and responsibly

To that end, we are adding a new deep dive on unsafe code to our Comprehensive Rust training. This new module, currently in development, aims to teach developers how to reason about unsafe Rust code, soundness and undefined behavior, as well as best practices like safety comments and encapsulating unsafe code in safe abstractions.

Better understanding of unsafe Rust will lead to even higher quality and more secure code across the open source software ecosystem and within Android. As we'll discuss in the next section, our unsafe Rust is already really quite safe. It’s exciting to consider just how high the bar can go.

Comparing Vulnerability Densities

This near-miss inevitably raises the question: "If Rust can have memory safety vulnerabilities, then what’s the point?"

The point is that the density is drastically lower. So much lower that it represents a major shift in security posture. Based on our near-miss, we can make a conservative estimate. With roughly 5 million lines of Rust in the Android platform and one potential memory safety vulnerability found (and fixed pre-release), our estimated vulnerability density for Rust is 0.2 vuln per 1 million lines (MLOC).

Our historical data for C and C++ shows a density of closer to 1,000 memory safety vulnerabilities per MLOC. Our Rust code is currently tracking at a density orders of magnitude lower: a more than 1000x reduction.

Memory safety rightfully receives significant focus because the vulnerability class is uniquely powerful and (historically) highly prevalent. High vulnerability density undermines otherwise solid security design because these flaws can be chained to bypass defenses, including those specifically targeting memory safety exploits. Significantly lowering vulnerability density does not just reduce the number of bugs; it dramatically boosts the effectiveness of our entire security architecture.

The primary security concern regarding Rust generally centers on the approximately 4% of code written within unsafe{} blocks. This subset of Rust has fueled significant speculation, misconceptions, and even theories that unsafe Rust might be more buggy than C. Empirical evidence shows this to be quite wrong.

Our data indicates that even a more conservative assumption, that a line of unsafe Rust is as likely to have a bug as a line of C or C++, significantly overestimates the risk of unsafe Rust. We don’t know for sure why this is the case, but there are likely several contributing factors:

  • unsafe{} doesn't actually disable all or even most of Rust’s safety checks (a common misconception).
  • The practice of encapsulation enables local reasoning about safety invariants.
  • The additional scrutiny that unsafe{} blocks receive.

Final Thoughts

Historically, we had to accept a trade-off: mitigating the risks of memory safety defects required substantial investments in static analysis, runtime mitigations, sandboxing, and reactive patching. This approach attempted to move fast and then pick up the pieces afterwards. These layered protections were essential, but they came at a high cost to performance and developer productivity, while still providing insufficient assurance.

While C and C++ will persist, and both software and hardware safety mechanisms remain critical for layered defense, the transition to Rust is a different approach where the more secure path is also demonstrably more efficient. Instead of moving fast and then later fixing the mess, we can move faster while fixing things. And who knows, as our code gets increasingly safe, perhaps we can start to reclaim even more of that performance and productivity that we exchanged for security, all while also improving security.

Acknowledgments

Thank you to the following individuals for their contributions to this post:

  • Ivan Lozano for compiling the detailed postmortem on CVE-2025-48530.
  • Chris Ferris for validating the postmortem’s findings and improving Scudo’s crash handling as a result.
  • Dmytro Hrybenko for leading the effort to develop training for unsafe Rust and for providing extensive feedback on this post.
  • Alex Rebert and Lars Bergstrom for their valuable suggestions and extensive feedback on this post.
  • Peter Slatala, Matthew Riley, and Marshall Pierce for providing information on some of the places where Rust is being used in Google's apps.

Finally, a tremendous thank you to the Android Rust team, and the entire Android organization for your relentless commitment to engineering excellence and continuous improvement.

Notes


  1. The DevOps Research and Assessment (DORA) program is published by Google Cloud. 

  • ✇Google Online Security Blog
  • How Android provides the most effective protection to keep you safe from mobile scams Edward Fernandez
    Posted by Lyubov Farafonova, Product Manager, Phone by Google; Alberto Pastor Nieto, Sr. Product Manager Google Messages and RCS Spam and Abuse; Vijay Pareek, Manager, Android Messaging Trust and Safety As Cybersecurity Awareness Month wraps up, we’re focusing on one of today's most pervasive digital threats: mobile scams. In the last 12 months, fraudsters have used advanced AI tools to create more convincing schemes, resulting in over $400 billion in stolen funds globally.¹ For years, Andr
     

How Android provides the most effective protection to keep you safe from mobile scams

30 de Outubro de 2025, 13:59
Posted by Lyubov Farafonova, Product Manager, Phone by Google; Alberto Pastor Nieto, Sr. Product Manager Google Messages and RCS Spam and Abuse; Vijay Pareek, Manager, Android Messaging Trust and Safety
As Cybersecurity Awareness Month wraps up, we’re focusing on one of today's most pervasive digital threats: mobile scams. In the last 12 months, fraudsters have used advanced AI tools to create more convincing schemes, resulting in over $400 billion in stolen funds globally.¹

For years, Android has been on the frontlines in the battle against scammers, using the best of Google AI to build proactive, multi-layered protections that can anticipate and block scams before they reach you. Android’s scam defenses protect users around the world from over 10 billion suspected malicious calls and messages every month2. In addition, Google continuously performs safety checks to maintain the integrity of the RCS service. In the past month alone, this ongoing process blocked over 100 million suspicious numbers from using RCS, stopping potential scams before they could even be sent.

To show how our scam protections work in the real world, we asked users and independent security experts to compare how well Android and iOS protect you from these threats. We're also releasing a new report that explains how modern text scams are orchestrated, helping you understand the tactics fraudsters use and how to spot them.

Survey shows Android users’ confidence in scam protections

Google and YouGov3 surveyed 5,000 smartphone users across the U.S., India, and Brazil about their scam experiences. The findings were clear: Android users reported receiving fewer scam texts and felt more confident that their device was keeping them safe.

  • Android users were 58% more likely than iOS users to say they had not received any scam texts in the week prior to the survey. The advantage was even stronger on Pixel, where users were 96% more likely than iPhone owners to report zero scam texts4.
  • At the other end of the spectrum, iOS users were 65% more likely than Android users to report receiving three or more scam texts in a week. The difference became even more pronounced when comparing iPhone to Pixel, with iPhone users 136% more likely to say they had received a heavy volume of scam messages4.
  • Android users were 20% more likely than iOS users to describe their device’s scam protections as “very effective” or “extremely effective.” When comparing Pixel to iPhone, iPhone users were 150% more likely to say their device was not effective at all in stopping mobile fraud.

YouGov study findings on users’ experience with scams on Android and iOS

Security researchers and analysts highlight Android’s AI-driven safeguards against sophisticated scams

In a recent evaluation by Counterpoint Research5, a global technology market research firm, Android smartphones were found to have the most AI-powered protections. The independent study compared the latest Pixel, Samsung, Motorola, and iPhone devices, and found that Android provides comprehensive AI-driven safeguards across ten key protection areas, including email protections, browsing protections, and on-device behavioral protections. By contrast, iOS offered AI-powered protections in only two categories. You can see the full comparison in the visual below.

Counterpoint Research comparison of Android and iOS AI-powered protections

Cybersecurity firm Leviathan Security Group conducted a funded evaluation6 of scam and fraud protection on the iPhone 17, Moto Razr+ 2025, Pixel 10 Pro, and Samsung Galaxy Z Fold 7. Their analysis found that Android smartphones, led by the Pixel 10 Pro, provide the highest level of default scam and fraud protection.The report particularly noted Android's robust call screening, scam detection, and real-time scam warning authentication capabilities as key differentiators. Taken together, these independent expert assessments conclude that Android’s AI-driven safeguards provide more comprehensive and intelligent protection against mobile scams.

Leviathan Security Group comparison of scam protections across various devices

Why Android users see fewer scams

Android’s proactive protections work across the platform to help you stay ahead of threats with the best of Google AI.

Here’s how they work:

  • Keeping your messages safe: Google Messages automatically filters known spam by analyzing sender reputation and message content, moving suspicious texts directly to your "spam & blocked" folder to keep them out of sight. For more complex threats, Scam Detection uses on-device AI to analyze messages from unknown senders for patterns of conversational scams (like pig butchering) and provide real-time warnings6. This helps secure your privacy while providing a robust shield against text scams. As an extra safeguard, Google Messages also helps block suspicious links in messages that are determined to be spam or scams.
  • Combatting phone call scams: Phone by Google automatically blocks known spam calls so your phone never even rings, while Call Screen5 can answer the call on your behalf to identify fraudsters. If you answer, the protection continues with Scam Detection, which uses on-device AI to provide real-time warnings for suspicious conversational patterns6. This processing is completely ephemeral, meaning no call content is ever saved or leaves your device. Android also helps stop social engineering during the call itself by blocking high-risk actions7 like installing untrusted apps or disabling security settings, and warns you if your screen is being shared unknowingly.

These safeguards are built directly into the core of Android, alongside other features like real-time app scanning in Google Play Protect and enhanced Safe Browsing in Chrome using LLMs. With Android, you can trust that you have intelligent, multi-layered protection against scams working for you.

Android is always evolving to keep you one step ahead of scams

In a world of evolving digital threats, you deserve to feel confident that your phone is keeping you safe. That’s why we use the best of Google AI to build intelligent protections that are always improving and work for you around the clock, so you can connect, browse, and communicate with peace of mind.

See these protections in action in our new infographic and learn more about phone call scams in our 2025 Phone by Google Scam Report.


1: Data from Global Anti-Scam Alliance, October 2025

2: This total comprises all instances where a message or call was proactively blocked or where a user was alerted to potential spam or scam activity.

3: Google/YouGov survey, July-August, n=5,100 (1,700 each in the US, Brazil and India), with adults who use their smartphones daily and who have been exposed to a scam or fraud attempt on their smartphone. Survey data have been weighted to smartphone population adults in each country.

4: Among users who use the default texting app on their smartphone

5: Google/Counterpoint Research, “Assessing the State of AI-Powered Mobile Security”, Oct. 2025; based on comparing the Pixel 10 Pro, iPhone 17 Pro, Samsung Galaxy S25 Ultra, OnePlus 13, Motorola Razr+ 2025. Evaluation based on no-cost smartphone features enabled by default. Some features may not be available in all countries.

6: Google/Leviathan Security Group, “October 2025 Mobile Platform Security & Fraud Prevention Assessment”, Oct. 2025; based on comparing the Pixel 10 Pro, iPhone 17 Pro, Samsung Galaxy Z Fold 7 and Motorola Razr+ 2025. Evaluation based on no-cost smartphone features enabled by default. Some features may not be available in all countries.

7: Accuracy may vary. Availability varies.

How Pixel and Android are bringing a new level of trust to your images with C2PA Content Credentials

10 de Setembro de 2025, 12:59
Posted by Eric Lynch, Senior Product Manager, Android Security, and Sherif Hanna, Group Product Manager, Google C2PA Core

At Made by Google 2025, we announced that the new Google Pixel 10 phones will support C2PA Content Credentials in Pixel Camera and Google Photos. This announcement represents a series of steps towards greater digital media transparency:

  • The Pixel 10 lineup is the first to have Content Credentials built in across every photo created by Pixel Camera.
  • The Pixel Camera app achieved Assurance Level 2, the highest security rating currently defined by the C2PA Conformance Program. Assurance Level 2 for a mobile app is currently only possible on the Android platform.
  • A private-by-design approach to C2PA certificate management, where no image or group of images can be related to one another or the person who created them.
  • Pixel 10 phones support on-device trusted time-stamps, which ensures images captured with your native camera app can be trusted after the certificate expires, even if they were captured when your device was offline.

These capabilities are powered by Google Tensor G5, Titan M2 security chip, the advanced hardware-backed security features of the Android platform, and Pixel engineering expertise.

In this post, we’ll break down our architectural blueprint for bringing a new level of trust to digital media, and how developers can apply this model to their own apps on Android.

A New Approach to Content Credentials

Generative AI can help us all to be more creative, productive, and innovative. But it can be hard to tell the difference between content that’s been AI-generated, and content created without AI. The ability to verify the source and history—or provenance—of digital content is more important than ever.

Content Credentials convey a rich set of information about how media such as images, videos, or audio files were made, protected by the same digital signature technology that has secured online transactions and mobile apps for decades. It empowers users to identify AI-generated (or altered) content, helping to foster transparency and trust in generative AI. It can be complemented by watermarking technologies such as SynthID.

Content Credentials are an industry standard backed by a broad coalition of leading companies for securely conveying the origin and history of media files. The standard is developed by the Coalition for Content Provenance and Authenticity (C2PA), of which Google is a steering committee member.

The traditional approach to classifying digital image content has focused on categorizing content as “AI” vs. “not AI”. This has been the basis for many legislative efforts, which have required the labeling of synthetic media. This traditional approach has drawbacks, as described in Chapter 5 of this seminal report by Google. Research shows that if only synthetic content is labeled as “AI”, then users falsely believe unlabeled content is “not AI”, a phenomenon called “the implied truth effect”. This is why Google is taking a different approach to applying C2PA Content Credentials.

Instead of categorizing digital content into a simplistic “AI” vs. “not AI”, Pixel 10 takes the first steps toward implementing our vision of categorizing digital content as either i) media that comes with verifiable proof of how it was made or ii) media that doesn't.

  • Pixel Camera attaches Content Credentials to any JPEG photo capture, with the appropriate description as defined by the Content Credentials specification for each capture mode.
  • Google Photos attaches Content Credentials to JPEG images that already have Content Credentials and are edited using AI or non-AI tools, and also to any images that are edited using AI tools. It will validate and display Content Credentials under a new section in the About panel, if the JPEG image being viewed contains this data. Learn more about it in Google Photos Help.

Given the broad range of scenarios in which Content Credentials are attached by these apps, we designed our C2PA implementation architecture from the onset to be:

  1. Secure from silicon to applications
  2. Verifiable, not personally identifiable
  3. Useable offline

Secure from Silicon to Applications

Good actors in the C2PA ecosystem are motivated to ensure that provenance data is trustworthy. C2PA Certification Authorities (CAs), such as Google, are incentivized to only issue certificates to genuine instances of apps from trusted developers in order to prevent bad actors from undermining the system. Similarly, app developers want to protect their C2PA claim signing keys from unauthorized use. And of course, users want assurance that the media files they rely on come from where they claim. For these reasons, the C2PA defined the Conformance Program.

The Pixel Camera application on the Pixel 10 lineup has achieved Assurance Level 2, the highest security rating currently defined by the C2PA Conformance Program. This was made possible by a strong set of hardware-backed technologies, including Tensor G5 and the certified Titan M2 security chip, along with Android’s hardware-backed security APIs. Only mobile apps running on devices that have the necessary silicon features and Android APIs can be designed to achieve this assurance level. We are working with C2PA to help define future assurance levels that will push protections even deeper into hardware.

Achieving Assurance Level 2 requires verifiable, difficult-to-forge evidence. Google has built an end-to-end system on Pixel 10 devices that verifies several key attributes. However, the security of any claim is fundamentally dependent on the integrity of the application and the OS, an integrity that relies on both being kept current with the latest security patches.

  • Hardware Trust: Android Key Attestation in Pixel 10 is built on support for Device Identifier Composition Engine (DICE) by Tensor, and Remote Key Provisioning (RKP) to establish a trust chain from the moment the device starts up to the OS, stamping out the most common forms of abuse on Android.
  • Genuine Device and Software: Aided by the hardware trust described above, Android Key Attestation allows Google C2PA Certification Authorities (CAs) to verify that they are communicating with a genuine physical device. It also allows them to verify the device has booted securely into a Play Protect Certified version of Android, and verify how recently the operating system, bootloader, and system software and firmware were patched for security vulnerabilities.
  • Genuine Application: Hardware-backed Android Key Attestation certificates include the package name and signing certificates associated with the app that requested the generation of the C2PA signing key, allowing Google C2PA CAs to check that the app requesting C2PA claim signing certificates is a trusted, registered app.
  • Tamper-Resistant Key Storage: On Pixel, C2PA claim signing keys are generated and stored using Android StrongBox in the Titan M2 security chip. Titan M2 is Common Criteria PP.0084 AVA_VAN.5 certified, meaning that it is strongly resistant to extracting or tampering with the cryptographic keys stored in it. Android Key Attestation allows Google C2PA CAs to verify that private keys were indeed created inside this hardware-protected vault before issuing certificates for their public key counterparts.

The C2PA Conformance Program requires verifiable artifacts backed by a hardware Root of Trust, which Android provides through features like Key Attestation. This means Android developers can leverage these same tools to build apps that meet this standard for their users.

Privacy Built on a Foundation of Trust: Verifiable, Not Personally Identifiable

The robust security stack we described is the foundation of privacy. But Google takes steps further to ensure your privacy even as you use Content Credentials, which required solving two additional challenges:

Challenge 1: Server-side Processing of Certificate Requests. Google’s C2PA Certification Authorities must certify new cryptographic keys generated on-device. To prevent fraud, these certificate enrollment requests need to be authenticated. A more common approach would require user accounts for authentication, but this would create a server-side record linking a user's identity to their C2PA certificates—a privacy trade-off we were unwilling to make.

Our Solution: Anonymous, Hardware-Backed Attestation. We solve this with Android Key Attestation, which allows Google CAs to verify what is being used (a genuine app on a secure device) without ever knowing who is using it (the user). Our CAs also enforce a strict no-logging policy for information like IP addresses that could tie a certificate back to a user.

Challenge 2: The Risk of Traceability Through Key Reuse. A significant privacy risk in any provenance system is traceability. If the same device or app-specific cryptographic key is used to sign multiple photos, those images can be linked by comparing the key. An adversary could potentially connect a photo someone posts publicly under their real name with a photo they post anonymously, deanonymizing the creator.

Our Solution: Unique Certificates. We eliminate this threat with a maximally private approach. Each key and certificate is used to sign exactly one image. No two images ever share the same public key, a "One-and-Done" Certificate Management Strategy, making it cryptographically impossible to link them. This engineering investment in user privacy is designed to set a clear standard for the industry.

Overall, you can use Content Credentials on Pixel 10 without fear that another person or Google could use it to link any of your images to you or one another.

Ready to Use When You Are - Even Offline

Implementations of Content Credentials use trusted time-stamps to ensure the credentials can be validated even after the certificate used to produce them expires. Obtaining these trusted time-stamps typically requires connectivity to a Time-Stamping Authority (TSA) server. But what happens if the device is offline?

This is not a far-fetched scenario. Imagine you’ve captured a stunning photo of a remote waterfall. The image has Content Credentials that prove that it was captured by a camera, but the cryptographic certificate used to produce them will eventually expire. Without a time-stamp, that proof could become untrusted, and you're too far from a cell signal, which is required to receive one.

To solve this, Pixel developed an on-device, offline TSA.

Powered by the security features of Tensor, Pixel maintains a trusted clock in a secure environment, completely isolated from the user-controlled one in Android. The clock is synchronized regularly from a trusted source while the device is online, and is maintained even after the device goes offline (as long as the phone remains powered on). This allows your device to generate its own cryptographically-signed time-stamps the moment you press the shutter—no connection required. It ensures the story behind your photo remains verifiable and trusted after its certificate expires, whether you took it in your living room or at the top of a mountain.

Building a More Trustworthy Ecosystem, Together

C2PA Content Credentials are not the sole solution for identifying the provenance of digital media. They are, however, a tangible step toward more media transparency and trust as we continue to unlock more human creativity with AI.

In our initial implementation of Content Credentials on the Android platform and Pixel 10 lineup, we prioritized a higher standard of privacy, security, and usability. We invite other implementers of Content Credentials to evaluate our approach and leverage these same foundational hardware and software security primitives. The full potential of these technologies can only be realized through widespread ecosystem adoption.

We look forward to adding Content Credentials across more Google products in the near future.

Android’s pKVM Becomes First Globally Certified Software to Achieve Prestigious SESIP Level 5 Security Certification

12 de Agosto de 2025, 13:00
Posted by Dave Kleidermacher, VP Engineering, Android Security & Privacy

Today marks a watershed moment and new benchmark for open-source security and the future of consumer electronics. Google is proud to announce that protected KVM (pKVM), the hypervisor that powers the Android Virtualization Framework, has officially achieved SESIP Level 5 certification. This makes pKVM the first software security system designed for large-scale deployment in consumer electronics to meet this assurance bar.

Supporting Next-Gen Android Features

The implications for the future of secure mobile technology are profound. With this level of security assurance, Android is now positioned to securely support the next generation of high-criticality isolated workloads. This includes vital features, such as on-device AI workloads that can operate on ultra-personalized data, with the highest assurances of privacy and integrity.

This certification required a hands-on evaluation by Dekra, a globally recognized cybersecurity certification lab, which conducted an evaluation against the TrustCB SESIP scheme, compliant to EN-17927. Achieving Security Evaluation Standard for IoT Platforms (SESIP) Level 5 is a landmark because it incorporates AVA_VAN.5, the highest level of vulnerability analysis and penetration testing under the ISO 15408 (Common Criteria) standard. A system certified to this level has been evaluated to be resistant to highly skilled, knowledgeable, well-motivated, and well-funded attackers who may have insider knowledge and access.

This certification is the cornerstone of the next-generation of Android’s multi-layered security strategy. Many of the TEEs (Trusted Execution Environments) used in the industry have not been formally certified or have only achieved lower levels of security assurance. This inconsistency creates a challenge for developers looking to build highly critical applications that require a robust and verifiable level of security. The certified pKVM changes this paradigm entirely. It provides a single, open-source, and exceptionally high-quality firmware base that all device manufacturers can build upon.

Looking ahead, Android device manufacturers will be required to use isolation technology that meets this same level of security for various security operations that the device relies on. Protected KVM ensures that every user can benefit from a consistent, transparent, and verifiably secure foundation.

A Collaborative Effort

This achievement represents just one important aspect of the immense, multi-year dedication from the Linux and KVM developer communities and multiple engineering teams at Google developing pKVM and AVF. We look forward to seeing the open-source community and Android ecosystem continue to build on this foundation, delivering a new era of high-assurance mobile technology for users.

  • ✇Google Online Security Blog
  • Sustaining Digital Certificate Security - Upcoming Changes to the Chrome Root Store Edward Fernandez
    Posted by Chrome Root Program, Chrome Security Team Note: Google Chrome communicated its removal of default trust of Chunghwa Telecom and Netlock in the public forum on May 30, 2025. The Chrome Root Program Policy states that Certification Authority (CA) certificates included in the Chrome Root Store must provide value to Chrome end users that exceeds the risk of their continued inclusion. It also describes many of the factors we consider significant when CA Owners disclose and respond to in
     

Sustaining Digital Certificate Security - Upcoming Changes to the Chrome Root Store

30 de Maio de 2025, 11:59
Posted by Chrome Root Program, Chrome Security Team

Note: Google Chrome communicated its removal of default trust of Chunghwa Telecom and Netlock in the public forum on May 30, 2025.

The Chrome Root Program Policy states that Certification Authority (CA) certificates included in the Chrome Root Store must provide value to Chrome end users that exceeds the risk of their continued inclusion. It also describes many of the factors we consider significant when CA Owners disclose and respond to incidents. When things don’t go right, we expect CA Owners to commit to meaningful and demonstrable change resulting in evidenced continuous improvement.

Chrome's confidence in the reliability of Chunghwa Telecom and Netlock as CA Owners included in the Chrome Root Store has diminished due to patterns of concerning behavior observed over the past year. These patterns represent a loss of integrity and fall short of expectations, eroding trust in these CA Owners as publicly-trusted certificate issuers trusted by default in Chrome. To safeguard Chrome’s users, and preserve the integrity of the Chrome Root Store, we are taking the following action.

Upcoming change in Chrome 139 and higher:

This approach attempts to minimize disruption to existing subscribers using a previously announced Chrome feature to remove default trust based on the SCTs in certificates.

Additionally, should a Chrome user or enterprise explicitly trust any of the above certificates on a platform and version of Chrome relying on the Chrome Root Store (e.g., explicit trust is conveyed through a Group Policy Object on Windows), the SCT-based constraints described above will be overridden and certificates will function as they do today.

To further minimize risk of disruption, website operators are encouraged to review the “Frequently Asked Questions" listed below.

Why is Chrome taking action?

CAs serve a privileged and trusted role on the internet that underpin encrypted connections between browsers and websites. With this tremendous responsibility comes an expectation of adhering to reasonable and consensus-driven security and compliance expectations, including those defined by the CA/Browser Forum TLS Baseline Requirements.

Over the past several months and years, we have observed a pattern of compliance failures, unmet improvement commitments, and the absence of tangible, measurable progress in response to publicly disclosed incident reports. When these factors are considered in aggregate and considered against the inherent risk each publicly-trusted CA poses to the internet, continued public trust is no longer justified.

When will this action happen?

The action of Chrome, by default, no longer trusting new TLS certificates issued by these CAs will begin on approximately August 1, 2025, affecting certificates issued at that point or later.

This action will occur in Versions of Chrome 139 and greater on Windows, macOS, ChromeOS, Android, and Linux. Apple policies prevent the Chrome Certificate Verifier and corresponding Chrome Root Store from being used on Chrome for iOS.

What is the user impact of this action?

By default, Chrome users in the above populations who navigate to a website serving a certificate from Chunghwa Telecom or Netlock issued after July 31, 2025 will see a full page interstitial similar to this one.

Certificates issued by other CAs are not impacted by this action.

How can a website operator tell if their website is affected?

Website operators can determine if they are affected by this action by using the Chrome Certificate Viewer.

Use the Chrome Certificate Viewer

  • Navigate to a website (e.g., https://www.google.com)
  • Click the “Tune" icon
  • Click “Connection is Secure"
  • Click “Certificate is Valid" (the Chrome Certificate Viewer will open)
    • Website owner action is not required, if the “Organization (O)” field listed beneath the “Issued By" heading does not contain “Chunghwa Telecom" , “行政院” , “NETLOCK Ltd.”, or “NETLOCK Kft.”
    • Website owner action is required, if the “Organization (O)” field listed beneath the “Issued By" heading contains “Chunghwa Telecom" , “行政院” , “NETLOCK Ltd.”, or “NETLOCK Kft.”

What does an affected website operator do?

We recommend that affected website operators transition to a new publicly-trusted CA Owner as soon as reasonably possible. To avoid adverse website user impact, action must be completed before the existing certificate(s) expire if expiry is planned to take place after July 31, 2025.

While website operators could delay the impact of blocking action by choosing to collect and install a new TLS certificate issued from Chunghwa Telecom or Netlock before Chrome’s blocking action begins on August 1, 2025, website operators will inevitably need to collect and install a new TLS certificate from one of the many other CAs included in the Chrome Root Store.

Can I test these changes before they take effect?

Yes.

A command-line flag was added beginning in Chrome 128 that allows administrators and power users to simulate the effect of an SCTNotAfter distrust constraint as described in this blog post.

How to: Simulate an SCTNotAfter distrust

1. Close all open versions of Chrome

2. Start Chrome using the following command-line flag, substituting variables described below with actual values

--test-crs-constraints=$[Comma Separated List of Trust Anchor Certificate SHA256 Hashes]:sctnotafter=$[epoch_timestamp]

3. Evaluate the effects of the flag with test websites

Learn more about command-line flags here.

I use affected certificates for my internal enterprise network, do I need to do anything?

Beginning in Chrome 127, enterprises can override Chrome Root Store constraints like those described in this blog post by installing the corresponding root CA certificate as a locally-trusted root on the platform Chrome is running (e.g., installed in the Microsoft Certificate Store as a Trusted Root CA).

How do enterprises add a CA as locally-trusted?

Customer organizations should use this enterprise policy or defer to platform provider guidance for trusting root CA certificates.

What about other Google products?

Other Google product team updates may be made available in the future.

  • ✇Google Online Security Blog
  • What’s New in Android Security and Privacy in 2025 Edward Fernandez
    Posted by Dave Kleidermacher, VP Engineering, Android Security and Privacy Android’s intelligent protections keep you safe from everyday dangers. Our dedication to your security is validated by security experts, who consistently rank top Android devices highest in security, and score Android smartphones, led by the Pixel 9 Pro, as leaders in anti-fraud efficacy.Android is always developing new protections to keep you, your device, and your data safe. Today, we’re announcing new features and e
     

What’s New in Android Security and Privacy in 2025

13 de Maio de 2025, 13:59
Posted by Dave Kleidermacher, VP Engineering, Android Security and Privacy

Android’s intelligent protections keep you safe from everyday dangers. Our dedication to your security is validated by security experts, who consistently rank top Android devices highest in security, and score Android smartphones, led by the Pixel 9 Pro, as leaders in anti-fraud efficacy.

Android is always developing new protections to keep you, your device, and your data safe. Today, we’re announcing new features and enhancements that build on our industry-leading protections to help keep you safe from scams, fraud, and theft on Android.

Smarter protections against phone call scams

Our research shows that phone scammers often try to trick people into performing specific actions to initiate a scam, like changing default device security settings or granting elevated permissions to an app. These actions can result in spying, fraud, and other abuse by giving an attacker deeper access to your device and data. To combat phone scammers, we’re working to block specific actions and warn you of these sophisticated attempts. This happens completely on device and is applied only with conversations with non-contacts.

Android’s new in-call protections1 provide an additional layer of defense, preventing you from taking risky security actions during a call like:

  • Disabling Google Play Protect, Android’s built-in security protection, that is on by default and continuously scans for malicious app behavior, no matter the download source.
  • Sideloading an app for the first time from a web browser, messaging app or other source – which may not have been vetted for security and privacy by Google.
  • Granting accessibility permissions, which can give a newly downloaded malicious app access to gain control over the user's device and steal sensitive/private data, like banking information.

And if you’re screen sharing during a phone call, Android will now automatically prompt you to stop sharing at the end of a call. These protections help safeguard you against scammers that attempt to gain access to sensitive information to conduct fraud.

Piloting enhanced in-call protection for banking apps


Screen sharing scams are becoming quite common, with fraudsters often impersonating banks, government agencies, and other trusted institutions – using screen sharing to guide users to perform costly actions such as mobile banking transfers. To better protect you from these attacks, we’re piloting new in-call protections for banking apps, starting in the UK.

When you launch a participating banking app while screen sharing with an unknown contact, your Android device will warn you about the potential dangers and give you the option to end the call and to stop screen sharing with one tap.

This feature will be enabled automatically for participating banking apps whenever you're on a phone call with an unknown contact on Android 11+ devices. We are working with UK banks Monzo, NatWest and Revolut to pilot this feature for their customers in the coming weeks and will assess the results of the pilot ahead of a wider roll out.


Making real-time Scam Detection in Google Messages even more intelligent


We recently launched AI-powered Scam Detection in Google Messages and Phone by Google to protect you from conversational scams that might sound innocent at first, but turn malicious and can lead to financial loss or data theft. When Scam Detection discovers a suspicious conversation pattern, it warns you in real-time so you can react before falling victim to a costly scam.

AI-powered Scam Detection is always improving to help keep you safe while also keeping your privacy in mind. With Google’s advanced on-device AI, your conversations stay private to you. All message processing remains on-device and you’re always in control. You can turn off Spam Protection, which includes Scam Detection, in your Google Messages at any time.

Prior to targeting conversational scams, Scam Detection in Google Messages focused on analyzing and detecting package delivery and job seeking scams. We’ve now expanded our detections to help protect you from a wider variety of sophisticated scams including:

  • Toll road and other billing fee scams
  • Crypto scams
  • Financial impersonation scams
  • Gift card and prize scams
  • Technical support scams
  • And more
These enhancements apply to all Google Messages users.

Fighting fraud and impersonation with Key Verifier

To help protect you from scammers who try to impersonate someone you know, we’re launching a helpful tool called Key Verifier. The feature allows you and the person you’re messaging to verify the identity of the other party through public encryption keys, protecting your end-to-end encrypted messages in Google Messages. By verifying contact keys in your Google Contacts app (through a QR code scanning or number comparison), you can have an extra layer of assurance that the person on the other end is genuine and that your conversation is private with them.

Key Verifier provides a visual way for you and your contact to quickly confirm that your secret keys match, strengthening your confidence that you’re communicating with the intended recipient and not a scammer. For example, if an attacker gains access to a friend’s phone number and uses it on another device to send you a message – which can happen as a result of a SIM swap attack – their contact's verification status will be marked as no longer verified in the Google Contacts app, suggesting your friend’s account may be compromised or has been changed. Key Verifier will launch later this summer in Google Messages on Android 10+ devices.

Comprehensive mobile theft protection, now even stronger


Physical device theft can lead to financial fraud and data theft, with the value of your banking and payment information many times exceeding the value of your phone. This is one of the reasons why last year we launched the mobile industry’s most comprehensive suite of theft protection features to protect you before, during, and after a theft. Since launch, our theft protection features have helped protect data on hundreds of thousands of devices that may have fallen into the wrong hands. This includes devices that were locked by Remote Lock or Theft Detection Lock and remained locked for over 48 hours.

Most recently, we launched Identity Check for Pixel and Samsung One UI 7 devices, providing an extra layer of security even if your PIN or password is compromised. This protection will also now be available from more device manufacturers on supported devices that upgrade to Android 16.

Coming later this year, we’re further hardening Factory Reset protections, which will restrict all functionalities on devices that are reset without the owner’s authorization. You'll also gain more control over our Remote Lock feature with the addition of a security challenge question, helping to prevent unauthorized actions.

We’re also enhancing your security against thieves in Android 16 by providing more protection for one-time passwords that are received when your phone is locked. In higher risk scenarios2, Android will hide one-time passwords on your lock screen, ensuring that only you can see them after unlocking your device.

Advanced Protection: Google’s strongest security for mobile devices

Protecting users who need heightened security has been a long-standing commitment at Google, which is why we have our Advanced Protection Program that provides Google’s strongest protections against targeted attacks.

To enhance these existing device defenses, Android 16 extends Advanced Protection with a device-level security setting for Android users. Whether you’re an at-risk individual – such as a journalist, elected official, or public figure – or you just prioritize security, Advanced Protection gives you the ability to activate Google’s strongest security for mobile devices, providing greater peace of mind that you’re protected against the most sophisticated threats.

Advanced Protection is available on devices with Android 16. Learn more in our blog.

More intelligent defenses against bad apps with Google Play Protect

One way malicious developers try to trick people is by hiding or changing their app icon, making unsafe apps more difficult to find and remove. Now, Google Play Protect live threat detection will catch apps and alert you when we detect this deceptive behavior. This feature will be available to Google Pixel 6+ and a selection of new devices from other manufacturers in the coming months.

Google Play Protect always checks each app before it gets installed on your device, regardless of the install source. It conducts real-time scanning of an app, enhanced by on-device machine learning, when users try to install an app that has never been seen by Google Play Protect to help detect emerging threats.

We’ve made Google Play Protect’s on-device capabilities smarter to help us identify more malicious applications even faster to keep you safe. Google Play Protect now uses a new set of on-device rules to specifically look for text or binary patterns to quickly identify malware families. If an app shows these malicious patterns, we can alert you before you even install it. And to keep you safe from new and emerging malware and their variants, we will update these rules frequently for better classification over time.

This update to Google Play Protect is now available globally for all Android users with Google Play services.

Always advancing Android security


In addition to new features that come in numbered Android releases, we're constantly enhancing your protection on Android through seamless Google Play services updates and other improvements, ensuring you benefit from the latest security advancements continuously. This allows us to rapidly deploy critical defenses and keep you ahead of emerging threats, making your Android experience safer every day.

Through close collaboration with our partners across the Android ecosystem and the broader security community, we remain focused on bringing you security enhancements and innovative new features to help keep you safe.

Notes


  1. In-call protection for disabling Google Play Protect is available on Android 6+ devices. Protections for sideloading an app and turning on accessibility permissions are available on Android 16 devices. 

  2. When a user’s device is not connected to Wi-Fi and has not been recently unlocked 

  • ✇Google Online Security Blog
  • Advanced Protection: Google’s Strongest Security for Mobile Devices Edward Fernandez
    Posted by Il-Sung Lee, Group Product Manager, Android Security Protecting users who need heightened security has been a long-standing commitment at Google, which is why we have our Advanced Protection Program that provides Google’s strongest protections against targeted attacks.To enhance these existing device defenses, Android 16 extends Advanced Protection with a device-level security setting for Android users. Whether you’re an at-risk individual – such as a journalist, elected official, or
     

Advanced Protection: Google’s Strongest Security for Mobile Devices

13 de Maio de 2025, 13:59
Posted by Il-Sung Lee, Group Product Manager, Android Security

Protecting users who need heightened security has been a long-standing commitment at Google, which is why we have our Advanced Protection Program that provides Google’s strongest protections against targeted attacks.

To enhance these existing device defenses, Android 16 extends Advanced Protection with a device-level security setting for Android users. Whether you’re an at-risk individual – such as a journalist, elected official, or public figure – or you just prioritize security, Advanced Protection gives you the ability to activate Google’s strongest security for mobile devices, providing greater peace of mind that you’re protected against the most sophisticated threats.

Simple to activate, powerful in protection

Advanced Protection ensures all of Android's highest security features are enabled and are seamlessly working together to safeguard you against online attacks, harmful apps, and data risks.

Advanced Protection activates a powerful array of security features, combining new capabilities with pre-existing ones that have earned top ratings in security comparisons, all designed to protect your device across several critical areas.

We're also introducing innovative, Android-specific features, such as Intrusion Logging. This industry-first feature securely backs up device logs in a privacy-preserving and tamper-resistant way, accessible only to the user. These logs enable a forensic analysis if a device compromise is ever suspected.

Advanced Protection gives users:

  • Best-in-class protection, minimal disruption: Advanced Protection gives users the option to equip their devices with Android’s most effective security features for proactive defense, with a user-friendly and low-friction experience.
  • Easy activation: Advanced Protection makes security easy and accessible. You don’t need to be a security expert to benefit from enhanced security.
  • Defense-in-depth: Once a user turns on Advanced Protection, the system prevents accidental or malicious disablement of the individual security features under the Advanced Protection umbrella. This reflects a "defense-in-depth" strategy, where multiple security layers work together.
  • Seamless security integration with apps: Advanced Protection acts as a single control point that enables important security settings across many of your favorite Google apps, including Chrome, Google Message, and Phone by Google. Advanced Protection will also incorporate third-party applications that choose to integrate in the future.

How your Android device becomes fortified with Advanced Protection

Advanced Protection manages the following existing and new security features for your device, ensuring they are activated and cannot be disabled across critical protection areas:

Continuously evolving Advanced Protection

With the release of Android 16, users who choose to activate Advanced Protection will gain immediate access to a core suite of enhanced security features. Additional Advanced Protection features like Intrusion Logging, USB protection, the option to disable auto-reconnect to insecure networks, and integration with Scam Detection for Phone by Google will become available later this year.

We are committed to continuously expanding the security and privacy capabilities within Advanced Protection, so users can benefit from the best of Android’s powerful security features.

  • ✇Google Online Security Blog
  • New AI-Powered Scam Detection Features to Help Protect You on Android Edward Fernandez
    Posted by Lyubov Farafonova, Product Manager, Phone by Google; Alberto Pastor Nieto, Sr. Product Manager Google Messages and RCS Spam and Abuse Google has been at the forefront of protecting users from the ever-growing threat of scams and fraud with cutting-edge technologies and security expertise for years. In 2024, scammers used increasingly sophisticated tactics and generative AI-powered tools to steal more than $1 trillion from mobile consumers globally, according to the Global Anti-Scam A
     

New AI-Powered Scam Detection Features to Help Protect You on Android

4 de Março de 2025, 13:59
Posted by Lyubov Farafonova, Product Manager, Phone by Google; Alberto Pastor Nieto, Sr. Product Manager Google Messages and RCS Spam and Abuse

Google has been at the forefront of protecting users from the ever-growing threat of scams and fraud with cutting-edge technologies and security expertise for years. In 2024, scammers used increasingly sophisticated tactics and generative AI-powered tools to steal more than $1 trillion from mobile consumers globally, according to the Global Anti-Scam Alliance. And with the majority of scams now delivered through phone calls and text messages, we’ve been focused on making Android’s safeguards even more intelligent with powerful Google AI to help keep your financial information and data safe.

Today, we’re launching two new industry-leading AI-powered scam detection features for calls and text messages, designed to protect users from increasingly complex and damaging scams. These features specifically target conversational scams, which can often appear initially harmless before evolving into harmful situations.

To enhance our detection capabilities, we partnered with financial institutions around the world to better understand the latest advanced and most common scams their customers are facing. For example, users are experiencing more conversational text scams that begin innocently, but gradually manipulate victims into sharing sensitive data, handing over funds, or switching to other messaging apps. And more phone calling scammers are using spoofing techniques to hide their real numbers and pretend to be trusted companies.

Traditional spam protections are focused on protecting users before the conversation starts, and are less effective against these latest tactics from scammers that turn dangerous mid-conversation and use social engineering techniques. To better protect users, we invested in new, intelligent AI models capable of detecting suspicious patterns and delivering real-time warnings over the course of a conversation, all while prioritizing user privacy.

Scam Detection for messages

We’re building on our enhancements to existing Spam Protection in Google Messages that strengthen defenses against job and delivery scams, which are continuing to roll out to users. We’re now introducing Scam Detection to detect a wider range of fraudulent activities.

Scam Detection in Google Messages uses powerful Google AI to proactively address conversational scams by providing real-time detection even after initial messages are received. When the on-device AI detects a suspicious pattern in SMS, MMS, and RCS messages, users will now get a message warning of a likely scam with an option to dismiss or report and block the sender.

As part of the Spam Protection setting, Scam Detection on Google Messages is on by default and only applies to conversations with non-contacts. Your privacy is protected with Scam Detection in Google Messages, with all message processing remaining on-device. Your conversations remain private to you; if you choose to report a conversation to help reduce widespread spam, only sender details and recent messages with that sender are shared with Google and carriers. You can turn off Spam Protection, which includes Scam Detection, in your Google Messages at any time.

Scam Detection in Google Messages is launching in English first in the U.S., U.K. and Canada and will expand to more countries soon.

Scam Detection for calls

More than half of Americans reported receiving at least one scam call per day in 2024. To combat the rise of sophisticated conversational scams that deceive victims over the course of a phone call, we introduced Scam Detection late last year to U.S.-based English-speaking Phone by Google public beta users on Pixel phones.

We use AI models processed on-device to analyze conversations in real-time and warn users of potential scams. If a caller, for example, tries to get you to provide payment via gift cards to complete a delivery, Scam Detection will alert you through audio and haptic notifications and display a warning on your phone that the call may be a scam.

During our limited beta, we analyzed calls with Gemini Nano, Google’s built-in, on-device foundation model, on Pixel 9 devices and used smaller, robust on-device machine-learning models for Pixel 6+ users. Our testing showed that Gemini Nano outperformed other models, so as a result, we're currently expanding the availability of the beta to bring the most capable Scam Detection to all English-speaking Pixel 9+ users in the U.S.

Similar to Scam Detection in messaging, we built this feature to protect your privacy by processing everything on-device. Call audio is processed ephemerally and no conversation audio or transcription is recorded, stored on the device, or sent to Google or third parties. Scam Detection in Phone by Google is off by default to give users control over this feature, as phone call audio is more ephemeral compared to messages, which are stored on devices. Scam Detection only applies to calls that could potentially be scams, and is never used during calls with your contacts. If enabled, Scam Detection will beep at the start and during the call to notify participants the feature is on. You can turn off Scam Detection at any time, during an individual call or for all future calls.

According to our research and a Scam Detection beta user survey, these types of alerts have already helped people be more cautious on the phone, detect suspicious activity, and avoid falling victim to conversational scams.

Keeping Android users safe with the power of Google AI


We're committed to keeping Android users safe, and that means constantly evolving our defenses against increasingly sophisticated scams and fraud. Our investment in intelligent protection is having real-world impact for billions of users. Leviathan Security Group, a cybersecurity firm, conducted a funded evaluation of fraud protection features on a number of smartphones and found that Android smartphones, led by the Pixel 9 Pro, scored highest for built-in security features and anti-fraud efficacy1.

With AI-powered innovations like Scam Detection in Messages and Phone by Google, we're giving you more tools to stay one step ahead of bad actors. We're constantly working with our partners across the Android ecosystem to help bring new security features to even more users. Together, we’re always working to keep you safe on Android.

Notes


  1. Based on third-party research funded by Google LLC in Feb 2025 comparing the Pixel 9 Pro, iPhone 16 Pro, Samsung S24+ and Xiaomi 14 Ultra. Evaluation based on no-cost smartphone features enabled by default. Some features may not be available in all countries. 

  • ✇Google Online Security Blog
  • How we kept the Google Play & Android app ecosystems safe in 2024 Edward Fernandez
    Posted by Bethel Otuteye and Khawaja Shams (Android Security and Privacy Team), and Ron Aquino (Play Trust and Safety) Android and Google Play comprise a vibrant ecosystem with billions of users around the globe and millions of helpful apps. Keeping this ecosystem safe for users and developers remains our top priority. However, like any flourishing ecosystem, it also attracts its share of bad actors. That’s why every year, we continue to invest in more ways to protect our community and fight b
     

How we kept the Google Play & Android app ecosystems safe in 2024

29 de Janeiro de 2025, 14:59
Posted by Bethel Otuteye and Khawaja Shams (Android Security and Privacy Team), and Ron Aquino (Play Trust and Safety)

Android and Google Play comprise a vibrant ecosystem with billions of users around the globe and millions of helpful apps. Keeping this ecosystem safe for users and developers remains our top priority. However, like any flourishing ecosystem, it also attracts its share of bad actors. That’s why every year, we continue to invest in more ways to protect our community and fight bad actors, so users can trust the apps they download from Google Play and developers can build thriving businesses.

Last year, those investments included AI-powered threat detection, stronger privacy policies, supercharged developer tools, new industry-wide alliances, and more. As a result, we prevented 2.36 million policy-violating apps from being published on Google Play and banned more than 158,000 bad developer accounts that attempted to publish harmful apps.

But that was just the start. For more, take a look at our recent highlights from 2024:

Google’s advanced AI: helping make Google Play a safer place



To keep out bad actors, we have always used a combination of human security experts and the latest threat-detection technology. In 2024, we used Google’s advanced AI to improve our systems’ ability to proactively identify malware, enabling us to detect and block bad apps more effectively. It also helps us streamline review processes for developers with a proven track record of policy compliance. Today, over 92% of our human reviews for harmful apps are AI-assisted, allowing us to take quicker and more accurate action to help prevent harmful apps from becoming available on Google Play.

That’s enabled us to stop more bad apps than ever from reaching users through the Play Store, protecting users from harmful or malicious apps before they can cause any damage.

Working with developers to enhance security and privacy on Google Play

To protect user privacy, we’re working with developers to reduce unnecessary access to sensitive data. In 2024, we prevented 1.3 million apps from getting excessive or unnecessary access to sensitive user data. We also required apps to be more transparent about how they handle user information by launching new developer requirements and a new “Data deletion” option for apps that support user accounts and data collection. This helps users manage their app data and understand the app’s deletion practices, making it easier for Play users to delete data collected from third-party apps.

We also worked to ensure that apps use the strongest and most up-to-date privacy and security capabilities Android has to offer. Every new version of Android introduces new security and privacy features, and we encourage developers to embrace these advancements as soon as possible. As a result of partnering closely with developers, over 91% of app installs on the Google Play Store now use the latest protections of Android 13 or newer.

Safeguarding apps from scams and fraud is an ongoing battle for developers. The Play Integrity API allows developers to check if their apps have been tampered with or are running in potentially compromised environments, helping them to prevent abuse like fraud, bots, cheating, and data theft. Play Integrity API and Play’s automatic protection helps developers ensure that users are using the official Play version of their app with the latest security updates. Apps using Play integrity features are seeing 80% lower usage from unverified and untrusted sources on average.

We’re also constantly working to improve the safety of apps on Play at scale, such as with the Google Play SDK Index. This tool offers insights and data to help developers make more informed decisions about the safety of an SDK. Last year, in addition to adding 80 SDKs to the index, we also worked closely with SDK and app developers to address potential SDK security and privacy issues, helping to build safer and more secure apps for Google Play.

Google Play’s multi-layered protections against bad apps



To create a trusted experience for everyone on Google Play, we use our SAFE principles as a guide, incorporating multi-layered protections that are always evolving to help keep Google Play safe. These protections start with the developers themselves, who play a crucial role in building secure apps. We provide developers with best-in-class tools, best practices, and on-demand training resources for building safe, high-quality apps. Every app undergoes rigorous review and testing, with only approved apps allowed to appear in the Play Store. Before a user downloads an app from Play, users can explore its user reviews, ratings, and Data safety section on Google Play to help them make an informed decision. And once installed, Google Play Protect, Android’s built-in security protection, helps to shield their Android device by continuously scanning for malicious app behavior.

Enhancing Google Play Protect to help keep users safe on Android



While the Play Store offers best-in-class security, we know it’s not the only place users download Android apps – so it’s important that we also defend Android users from more generalized mobile threats. To do this in an open ecosystem, we’ve invested in sophisticated, real-time defenses that protect against scams, malware, and abusive apps. These intelligent security measures help to keep users, user data, and devices safe, even if apps are installed from various sources with varying levels of security.


Google Play Protect automatically scans every app on Android devices with Google Play Services, no matter the download source. This built-in protection, enabled by default, provides crucial security against malware and unwanted software. Google Play Protect scans more than 200 billion apps daily and performs real-time scanning at the code-level on novel apps to combat emerging and hidden threats, like polymorphic malware. In 2024, Google Play Protect’s real-time scanning identified more than 13 million new malicious apps from outside Google Play1.

Google Play Protect is always evolving to combat new threats and protect users from harmful apps that can lead to scams and fraud. Here are some of the new improvements that are now available globally on Android devices with Google Play Services:

  • Reminder notifications in Chrome on Android to re-enable Google Play Protect: According to our research, more than 95 percent of app installations from major malware families that exploit sensitive permissions highly correlated to financial fraud came from Internet-sideloading sources like web browsers, messaging apps, or file managers. To help users stay protected when browsing the web, Chrome will now display a reminder notification to re-enable Google Play Protect if it has been turned off.
  • Additional protection against social engineering attacks: Scammers may manipulate users into disabling Play Protect during calls to download malicious Internet-sideloaded apps. To prevent this, the Play Protect app scanning toggle is now temporarily disabled during phone or video calls. This safeguard is enabled by default during traditional phone calls as well as during voice and video calls in popular third-party apps.
  • Automatically revoking app permissions for potentially dangerous apps: Since Android 11, we’ve taken a proactive approach to data privacy by automatically resetting permissions for apps that users haven't used in a while. This ensures apps can only access the data they truly need, and users can always grant permissions back if necessary. To further enhance security, Play Protect now automatically revokes permissions for potentially harmful apps, limiting their access to sensitive data like storage, photos, and camera. Users can restore app permissions at any time, with a confirmation step for added security.

Google Play Protect’s enhanced fraud protection pilot analyzes and automatically blocks the installation of apps that may use sensitive permissions frequently abused for financial fraud when the user attempts to install the app from an Internet-sideloading source (web browsers, messaging apps, or file managers).

Building on the success of our initial pilot in partnership with the Cyber Security Agency of Singapore (CSA), additional enhanced fraud protection pilots are now active in nine regions – Brazil, Hong Kong, India, Kenya, Nigeria, Philippines, South Africa, Thailand, and Vietnam.

In 2024, Google Play Protect’s enhanced fraud protection pilots have shielded 10 million devices from over 36 million risky installation attempts, encompassing over 200,000 unique apps.

By piloting these new protections, we can proactively combat emerging threats and refine our solutions to thwart scammers and their increasingly sophisticated fraud attempts. We look forward to continuing to partner with governments, ecosystem partners, and other stakeholders to improve user protections.

App badging to help users find apps they can trust at a glance on Google Play

In 2024, we introduced a new badge for government developers to help users around the world identify official government apps. Government apps are often targets of impersonation due to the highly sensitive nature of the data users provide, giving bad actors the ability to steal identities and commit financial fraud. Badging verified government apps is an important step in helping connect people with safe, high-quality, useful, and relevant experiences. We partner closely with global governments and are already exploring ways to build on this work.

We also recently introduced a new badge to help Google Play users discover VPN apps that take extra steps to demonstrate their strong commitment to security. We allow developers who adhere to Play safety and security guidelines and have passed an additional independent Mobile Application Security Assessment (MASA) to display a dedicated badge in the Play Store to highlight their increased commitment to safety.

Collaborating to advance app security standards

In addition to our partnerships with governments, developers, and other stakeholders, we also worked with our industry peers to protect the entire app ecosystem for everyone. The App Defense Alliance, in partnership with fellow steering committee members Microsoft and Meta, recently launched the ADA Application Security Assessment (ASA) v1.0, a new standard to help developers build more secure mobile, web, and cloud applications. This standard provides clear guidance on protecting sensitive data, defending against cyberattacks, and ultimately, strengthening user trust. This marks a significant step forward in establishing industry-wide security best practices for application development.

All developers are encouraged to review and comply with the new mobile security standard. You’ll see this standard in action for all carrier apps pre-installed on future Pixel phone models.

Looking ahead


This year, we’ll continue to protect the Android and Google Play ecosystem, building on these tools and resources in response to user and developer feedback and the changing landscape. As always, we’ll keep empowering developers to build safer apps more easily, streamline their policy experience, and protect their businesses and users from bad actors.


1 Based on Google Play Protect 2024 internal data.

  • ✇Google Online Security Blog
  • Android enhances theft protection with Identity Check and expanded features Edward Fernandez
    Posted by Jianing Sandra Guo, Product Manager, Android, Nataliya Stanetsky, Staff Program Manager, Android Today, people around the world rely on their mobile devices to help them stay connected with friends and family, manage finances, keep track of healthcare information and more – all from their fingertips. But a stolen device in the wrong hands can expose sensitive data, leaving you vulnerable to identity theft, financial fraud and privacy breaches. This is why we recently launched Andr
     

Android enhances theft protection with Identity Check and expanded features

23 de Janeiro de 2025, 15:00
Posted by Jianing Sandra Guo, Product Manager, Android, Nataliya Stanetsky, Staff Program Manager, Android

Today, people around the world rely on their mobile devices to help them stay connected with friends and family, manage finances, keep track of healthcare information and more – all from their fingertips. But a stolen device in the wrong hands can expose sensitive data, leaving you vulnerable to identity theft, financial fraud and privacy breaches.

This is why we recently launched Android theft protection, a comprehensive suite of features designed to protect you and your data at every stage – before, during, and after device theft. As part of our commitment to help you stay safe on Android, we’re expanding and enhancing these features to deliver even more robust protection to more users around the world.

Identity Check rolling out to Pixel and Samsung One UI 7 devices

We’re officially launching Identity Check, first on Pixel and Samsung Galaxy devices eligible for One UI 71, to provide better protection for your critical account and device settings. When you turn on Identity Check, your device will require explicit biometric authentication to access certain sensitive resources when you’re outside of trusted locations. Identity Check also enables enhanced protection for Google Accounts on all supported devices and additional security for Samsung Accounts on One UI 7 eligible Galaxy devices, making it much more difficult for an unauthorized attacker to take over accounts signed in on the device.

As part of enabling Identity Check, you can designate one or more trusted locations. When you’re outside of these trusted places, biometric authentication will be required to access critical account and device settings, like changing your device PIN or biometrics, disabling theft protection, or accessing Passkeys.

Identity Check gives you more peace of mind that your most sensitive device assets are protected against unauthorized access, even if a thief or bad actor manages to learn your device PIN.

Identity Check is rolling out now to Pixel devices with Android 15 and will be available on One UI 7 eligible Galaxy devices in the coming weeks. It will roll out to supported Android devices from other manufacturers later this year.

Theft Detection Lock: expanding AI-powered protection to more users

One of the top theft protection features introduced last year was Theft Detection Lock, which uses an on-device AI-powered algorithm to help detect when your phone may be forcibly taken from you. If the machine learning algorithm detects a potential theft attempt on your unlocked device, it locks your screen to keep thieves out.

Theft Detection Lock is now fully rolled out to Android 10+ phones2 around the world.

Protecting your Android device from theft

We're collaborating with the GSMA and industry experts to combat mobile device theft by sharing information, tools and prevention techniques. Stay tuned for an upcoming GSMA white paper, developed in partnership with the mobile industry, with more information on protecting yourself and your organization from device theft.

With the addition of Identity Check and the ongoing enhancements to our existing features, Android offers a robust and comprehensive set of tools to protect your devices and your data from theft. We’re dedicated to providing you with peace of mind, knowing your personal information is safe and secure.

You can turn on the new Android theft features by clicking here on a supported Android device. Learn more about our theft protection features by visiting our help center.

Notes


  1. Timing, availability and feature names may vary in One UI 7. 

  2. With the exclusion for Android Go smartphones 

❌
❌