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  • ✇Malwarebytes
  • The hidden work of modernizing Malwarebytes
    Most of the work that keeps a security product trustworthy is invisible. Users see a scan complete, a threat blocked, an update applied overnight. They don’t see the platform underneath. Runtimes, managed libraries, native drivers, and Windows requirements must all stay current and work together across millions of endpoints. Our migration to .NET 10 is one example of how we keep that platform moving and our focus in this article. It would be easy to call these upgrades maintenance tasks and m
     

The hidden work of modernizing Malwarebytes

4 de Setembro de 2026, 14:15

Most of the work that keeps a security product trustworthy is invisible. Users see a scan complete, a threat blocked, an update applied overnight. They don’t see the platform underneath. Runtimes, managed libraries, native drivers, and Windows requirements must all stay current and work together across millions of endpoints. Our migration to .NET 10 is one example of how we keep that platform moving and our focus in this article.

It would be easy to call these upgrades maintenance tasks and move on. But that is underselling them. Our code runs continuously, with elevated privileges, next to some of the most sensitive parts of Windows.

Every dependency in our stack, from the runtime and third-party libraries to native drivers and operating-system requirements, affects the environment in which our software runs. When one changes, everything that relies on it may have to change too.

The problem: platforms fall behind by standing still 

In endpoint security, the ground never stops moving. Windows evolves. Threats evolve. Hardware evolves, from ARM64 laptops to machines with far more memory and faster storage than the ones our code was first written for.  

A platform that stands still does not stay the same. It falls behind. Every skipped release of a dependency or runtime widens the gap between the ecosystem we built on and the one that is stable today.  

A modern runtime and .Net 10 in particular can give us better security, faster code paths, a smaller memory footprint, and richer diagnostics. It also gives our engineers language and tooling improvements that help them work more efficiently. 

The stakes are also particularly high for security software: 

  • A web app can be rolled back with a deployment. Software already installed on a customer’s endpoint cannot. 
  • Our code runs with high privileges, alongside kernel drivers and anti-tamper protections.   
  • A runtime regression does not affect one server. It has the potential to affect millions of machines.  

So we treat a runtime upgrade with the same rigor as a security feature. 

The challenge: everything moves together 

Malwarebytes for Windows is not a single program. It is a coordinated system: a user-facing interface, several long-running Windows services, an installer, a self-update pipeline, a plugin surface, and third-party managed dependencies.  

These sit above native drivers and our detection engine. The .NET 10 migration covered the managed parts of Malwarebytes while leaving this native core untouched. But the different layers still have to work together. 

The migration had to satisfy several requirements at once:  

  • Security-sensitive code had to behave identically before and after the change.  
  • Native drivers and anti-tamper layers had to continue working correctly with the  managed code. 
  • The installer and update pipeline had to deploy the new runtime files and clean up old ones.  
  • Plugins and third-party dependencies had to remain compatible. 
  • Existing Malwarebytes installations had to continue working.  
  • Our automated validation had to be extensive enough to trust the result without inspecting every path by hand. 

The boundary between managed and native code deserved particular attention. Managed code in our services talks to native components through interfaces such as P/Invoke and COM. A runtime change can subtly affect how these different parts of Malwarebytes communicate and work together. 

Those differences may never show up in a demo. They might only surface on one machine in 10,000. Finding them before customers do is the important part. 

Not every update looks the same 

There are three main reasons we update a dependency: We choose to, the platform underneath forces us to, or a vulnerability makes us. Each comes with a different timeline.  

Elective modernization. We may choose to move to a new runtime, a new major version of a library, or a new platform capability to take advantage of new features, fixes, or security improvements.  

Baseline shifts. As platform requirements evolve, some older compatibility constraints can hold back modernization. For example, moving to .NET 10 allowed us to update the application baseline and adopt a newer, supported runtime. As part of the same change, Windows 7 support was deprecated. 

Forced patches. Sometimes a vulnerability is disclosed in a library we ship or a system we depend on. The change is no longer optional and the timeline is not ours. What we can control is our readiness: the testing, release process, and staged rollout that allow us to respond quickly without introducing new problems. 

Different reasons and different timelines, but each requires the same careful approach. 

The .NET migration: Why we did it 

Moving to .NET 10 gives Malwarebytes a more secure, supported, and capable foundation for Windows, with several compounding benefits: 

Security. A modern runtime benefits from Microsoft’s ongoing security work, including safer defaults, stronger cryptography, and mitigations for memory and interoperability bugs. Staying on a runtime that Microsoft actively supports means we can continue to apply fixes when vulnerabilities are discovered.  

A supported foundation. It may not be a glamorous reason, but .NET 10 keeps us on a supported, actively developed platform that is better aligned with newer versions of Windows. It makes it easier to adopt future fixes, features, and improvements as routine work instead of one-off projects. 

Diagnostics and observability. Modern .NET has stronger built-in tracing, metrics, and crash diagnostics. In a security product, understanding how code behaves in the field matters. Better diagnostics help us identify and resolve reliability issues.  

Performance and memory efficiency. Recent .NET releases have improved the just-in-time compiler, garbage collector, and core libraries. Our processes run all day in the background, so how efficiently they run and manage memory matters. These capabilities give us more opportunities to improve efficiency, although the impact will vary between components. 

The .NET migration: How we did it  

The guiding principle is simple: Never advance faster than the evidence allows.  

We started by isolating the work on a dedicated branch. We retargeted the platform and refreshed every managed dependency so the new runtime and the codebase agreed on exactly which components should ship.  

That surfaced some of the less obvious consequences of the upgrade early on: libraries that had been renamed or folded into the runtime, files that were no longer needed, and new ones that had to ship in their place. 

Migration path

Deployment is easy to overlook and expensive to get wrong. A runtime migration is not only about the code that runs. It is also about what lands on the customer’s disk.  

Our installer and update service had to learn the new runtime’s file layout. They had to remove dependencies the runtime now provides, stop shipping renamed files, and deliver replacements cleanly during both fresh installs and in-place updates.  

Getting deployment right is the difference between an upgrade users never notice and one that creates a support problem. 

Once the build was working correctly, the focus moved to validation. 

The migration involved: 

  • Extensive automated testing across services, install, and update paths. 
  • Compatibility validation against real-world configurations and previous installations. 
  • Performance benchmarking to catch regressions in startup, memory, and scan behavior. 
  • Canary and staged deployment, starting with small populations and expanding only when results showed it was safe to do so. 
  • Continuous monitoring and automated regression detection in the field. 
  • Cross-functional work across platform, QA, installation and update, and release engineering. 
Progressive rollout flow

“We never advanced faster than the evidence allowed. Every gate had to turn green on its own.” 

The .NET migration: The tradeoffs  

None of this was free, and the choices involved deliberate tradeoffs.  

The tradeoff on the branch was drift. Isolating the migration protected the main codebase, but the longer that branch existed, the more it could diverge from active development. We managed that risk through frequent integration rather than leaving one large, risky merge until the end.  

The tradeoff on rollout was speed. Staged deployment also meant customers received the update later than they would with a big-bang release. We accepted that tradeoff. Evidence from smaller populations gives us an opportunity to catch problems before an update reaches a much larger number of endpoints. 

The tradeoff on AOT was flexibility. Ahead-of-time compilation can improve startup performance but can also constrain dynamic behavior. We applied it selectively, component by component, rather than everywhere by default. 

What the .NET 10 migration means for customers

The best outcome of infrastructure work is that customers benefit from it without having to think about it.  

On .NET 10, those benefits for Malwarebytes customers include:   

  • Improved reliability on a fully supported, actively maintained runtime.  
  • A more secure foundation that benefits from the platform’s continuing security improvements.  
  • Access to new .NET features and fixes. 
  • Better support for newer versions of Windows. 
  • Newer .NET tools can help us develop and deliver new protection faster. 

Lessons worth keeping  

Every one of these updates—the runtime, the baselines, the security patches—leaves the team holding a few convictions more firmly.  

Platform upgrades are strategic investments in everything built on top of them. Modernization also works best when it is continuous: the longer a platform falls behind, the more difficult the eventual upgrade can become. 

Automation is particularly important for changes of this breadth. So are the small, unglamorous decisions made years earlier, such as maintaining clean boundaries between components and having a build process that knows precisely what it ships. 

Those foundations are what make larger changes possible.  

“Technical debt compounds like financial debt. The cheapest upgrade is the one you never postponed.”  

What comes next  

No upgrade is a finish line. Each one is a step in a longer pattern: modernize continuously, in deliberate steps, so the platform never falls behind. Baselines will shift again. Vulnerabilities will land without warning. Each will meet the same discipline: the same tests, the same staged rollout, and the same evidence before we move forward. 

That discipline is what a product trusted to run every day, on every machine, without a second thought is actually made of.  

Malwarebytes for Windows on .NET 10 shipped in version 5.6.0. It is the latest step in a long-standing commitment to invest in the platform beneath the product so the protection on top of it can keep getting better. 


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  • ✇Malwarebytes
  • Beyond the Play Store: How Android threats really spread
    You probably think of your phone’s security the way you think of your front door: as long as you’re downloading apps from the Play Store, you’re safe. And for the most part, that’s true. Google reviews apps before they’re published.But some apps reach your phone without ever passing through the Play Store.Take Albiriox, a banking Trojan-as-a-service discovered late last year. It’s an Android Remote Access Trojan (RAT) built for on-device fraud. Instead of simply stealing usernames and passwords,
     

Beyond the Play Store: How Android threats really spread

24 de Julho de 2026, 09:00

You probably think of your phone’s security the way you think of your front door: as long as you’re downloading apps from the Play Store, you’re safe. And for the most part, that’s true. Google reviews apps before they’re published.

But some apps reach your phone without ever passing through the Play Store.

Take Albiriox, a banking Trojan-as-a-service discovered late last year. It’s an Android Remote Access Trojan (RAT) built for on-device fraud. Instead of simply stealing usernames and passwords, it performs fraudulent transactions directly on the victim’s phone. Researchers found it spreading through apps with generic names like “utility,” “security,” “retailer,” or “investment” that victims didn’t remember installing from the Play Store. Instead, they had been sideloaded, downloaded through links in text messages, or installed from websites outside Google’s review process.

This is exactly the kind of threat Malwarebytes for Android is designed to detect. Here’s a look at the different layers of protection working behind the scenes.

I’d like to thank Malwarebytes Director of Software Development Egor Tashchilin for sharing the technical expertise that helped inform this article.

Catching what never went through the Play Store

Apps installed outside the Play Store never go through Google’s review process. That means they can reach your device without the security checks applied to Play Store apps.

Instead of relying on where an app came from, Malwarebytes scans your device itself, searching for Potentially Unwanted Programs (PUPs) and other malicious files, whether they were sideloaded, bundled with other software, or downloaded through a browser.

Malwarebytes for Android: Dashboard

Even Play Store apps can turn nasty later 

Not every threat starts out malicious.  

In one widely reported case, a barcode scanner app with roughly 10 million installs on the Play Store had malicious code added to it that wasn’t present in previous versions. The update used heavy obfuscation to avoid detection and was signed with the same digital certificate as earlier clean versions, so it appeared completely legitimate. Once installed, it caused browsers to open on their own and redirect users to unwanted websites. 

A similar pattern has emerged in other Play Store incidents researchers have tracked. Apps are updated with malicious code long after installation as a way to evade detection and avoid raising suspicion. 

This is exactly why Real-Time Protection (RTP) doesn’t just watch for new installs—it also reacts to previously unscanned versions of apps you already have. RTP monitors newly installed apps, along with any new or changed files on your device. If an existing app receives a version it hasn’t seen before, RTP treats it as new and scans it, rather than assuming “already installed” means “still safe.” 

Looking inside archives, without touching them 

Malware doesn’t always sit out in the open, either. Cybercriminals often hide malicious files inside ZIP files and other archives, hoping a security scanner won’t bother looking inside.  

Ours does.  

It decompresses archive contents to inspect what’s inside without modifying or altering the original file. The archive is only ever read—we never write anything back to it. If something needs closer inspection, such as a nested archive or an APK’s compiled .dex code, it’s extracted to a temporary sandboxed location and deleted as soon as the scan is complete, so it’s never left on your device. 

Archives are not all handled the same way. ZIP files are inspected entry by entry, while APKs receive a deeper analysis  of the compiled code they contain. Nested archives are scanned independently too, so malware can’t simply hide one layer deeper. 

Malwarebytes for Android: Threats detected

Scanning deeply, without draining your battery 

Analyzing an app in real depth—its code, behavior, and structure—takes processing power. Done carelessly, it can slow your phone and drain the battery. 

Malwarebytes is designed to avoid that.  

Automatic background scans, such as scheduled scans, scans after an app update, or after a reboot, check your battery conditions before they begin. Depending on your settings, they can wait until your phone is charging or has enough power. Manual Scans always run immediately. 

When a scan starts, Malwarebytes automatically adjusts its workload based on your device’s available processing power, allowing more capable devices to process work in parallel without overloading lower-end devices. 

Malwarebytes for Android: Energy saving options

A threat database that never sits still 

Mobile adware surged in the second half of 2025, while newer banking malware families have become increasingly sophisticated. Some even check whether they’re running on a real phone or inside a security test environment before revealing any malicious behavior.  

A scanner is only as good as its knowledge of what to look for. That’s why we continuously update our detection database with newly identified and verified threats rather than relying on a static, aging picture of the threat landscape. 

Malwarebytes for Android: Scan complete

More than 10 scanners, working together 

Under the hood, Malwarebytes for Android isn’t a single scanning engine. It’s more than 10 specialized scanners, each designed to detect different kinds and levels of threats. 

That’s because modern Android malware rarely relies on just one technique. A banking Trojan, for example, may combine abuse of Accessibility Services with fake login screens placed over legitimate banking or cryptocurrency apps. 

Some scanners look for known indicators of malicious activity, while others examine an app’s structure, origin, and behavior. Additional layers combine multiple signals and use heuristic analysis to detect more complex or previously unseen threats. 

By layering multiple detection methods, a technique that slips past one scanner is more likely to be caught by another. 

And we don’t stop there. Our researchers continuously monitor how Android threats evolve and regularly add new detection and protection layers. As attackers develop new techniques and find new places to hide, we’re constantly adapting to stay one step ahead. 


Scammers know more about you than you think. 

Malwarebytes Mobile Security protects you from phishing, scam texts, malicious sites, and more. With real-time AI-powered Scam Guard built right in. 

Download for iOS → Download for Android → 


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