At least one malware developer is adding text about nuclear and biological weapons to their spyware, in an effort to stop automatic AI analysis.
Details:
The _index.js payload begins with a large JavaScript block comment containing fake system instructions and policy-triggering content. Because it is inside a comment, it does not affect JavaScript execution. The runtime skips it. The real malware begins after the comment with a try{eval(…)} wrapper around a large character-code array and a ROT-s
The _index.js payload begins with a large JavaScript block comment containing fake system instructions and policy-triggering content. Because it is inside a comment, it does not affect JavaScript execution. The runtime skips it. The real malware begins after the comment with a try{eval(…)} wrapper around a large character-code array and a ROT-style substitution function.
This header appears designed for AI-mediated analysis, not for Node, Bun, or Python. It attempts to derail scanners or analyst copilots that feed the beginning of a file to a language model without clearly isolating the content as untrusted data. In weak pipelines, this can cause refusal behavior, prompt confusion, context pollution, or premature classification before the scanner reaches the actual malware.
This is not a magical bypass against static detection. YARA rules, entropy checks, AST parsing, string extraction, deobfuscation, and behavioral rules still work. But it is a practical anti-analysis trick against naive LLM-first triage systems.
At least one malware developer is adding text about nuclear and biological weapons to their spyware, in an effort to stop automatic AI analysis.
Details:
The _index.js payload begins with a large JavaScript block comment containing fake system instructions and policy-triggering content. Because it is inside a comment, it does not affect JavaScript execution. The runtime skips it. The real malware begins after the comment with a try{eval(…)} wrapper around a large character-code array and a ROT-s
The _index.js payload begins with a large JavaScript block comment containing fake system instructions and policy-triggering content. Because it is inside a comment, it does not affect JavaScript execution. The runtime skips it. The real malware begins after the comment with a try{eval(…)} wrapper around a large character-code array and a ROT-style substitution function.
This header appears designed for AI-mediated analysis, not for Node, Bun, or Python. It attempts to derail scanners or analyst copilots that feed the beginning of a file to a language model without clearly isolating the content as untrusted data. In weak pipelines, this can cause refusal behavior, prompt confusion, context pollution, or premature classification before the scanner reaches the actual malware.
This is not a magical bypass against static detection. YARA rules, entropy checks, AST parsing, string extraction, deobfuscation, and behavioral rules still work. But it is a practical anti-analysis trick against naive LLM-first triage systems.
Researchers have prototyped an AI-powered internet worm.
The coolest thing about the prototype is that it carries its own LLM with it, and runs it on computers that have been broken into.
This is the closest to John Brunner’s original 1975 conception of a computer worm that I’ve seen.
What Happened:On 11 May 2026, the UK Information Commissioner’s Office (ICO) fined South Staffordshire Water £963,900 after the Cl0p ransomware group lurked completely undetected in its network for nearly two years.Initial access reportedly occurred via a malicious phishing email in September 2020, which downloaded Cl0p’s Get2Loader malware and their SDBBOT backdoor to establish persistence.The breach itself, however, was only discovered two years later in July 2022 when staff began investigati
On 11 May 2026, the UK Information Commissioner’s Office (ICO) fined South Staffordshire Water £963,900 after the Cl0p ransomware group lurked completely undetected in its network for nearly two years.
Initial access reportedly occurred via a malicious phishing email in September 2020, which downloaded Cl0p’s Get2Loader malware and their SDBBOT backdoor to establish persistence.
The breach itself, however, was only discovered two years later in July 2022 when staff began investigating IT performance slowdowns and ultimately found out that 4.1 terabytes of data was exfiltrated and the personal data of 633,887 customers and employees being published in August 2022 on Cl0p’s Tor data leak site.
The ICO’s investigation also revealed a staggering list of systemic failures, such as South Staff’s outsourced Security Operations Center (SOC) was blind to 95% of the network and that they conducted zero internal or external vulnerability scans over an 18-month window.
At the time of the attack they were still running Windows Server 2003 machines long after extended support ended. Further, two of their domain controllers were left completely unpatched against ZeroLogon (CVE-2020-1472), a critical, easily exploitable vulnerability published years before the intrusion.
Analyst Comment:
This case is a sobering look at the technical debt hiding inside the UK’s Critical National Infrastructure (CNI). A dwell time of nearly two years is practically unheard of in modern ransomware operations, and the TTPs used by the adversary points to a total breakdown of their defences. Cl0p didn’t need sophisticated, state-sponsored techniques or zero-days to pull this one off, they just walked back in through an infection that went undetected.
The ICO’s findings also reveal the reality that many UK organisations still treat cybersecurity as a set-and-forget compliance check rather than routine efforts to mature and upgrade systems or proactive measures to hunt and detect threats lurking inside the network.
Defensive Takeaways:
Audit Your Outsourced SOC: As we learned from this incident, never assume the third-party security provider sees everything or is doing everything right. Establish audits to verify that endpoint telemetry and logs from your entire estate are actively ingested, retained, and monitored in the right platform.
Harden Your Crown Jewels Against Old Flaws: Ensure that active directory and domain controllers are strictly monitored and prioritised for critical patches. Vulnerabilities like ZeroLogon remain a ransomware operator’s favourite tool for fast lateral movement and escalation to Domain Admin access. This is exactly what Cl0p and a dozen or so other groups use.
DarkSword is a sophisticated piece of malware—probably government designed—that targets iOS.
Google Threat Intelligence Group (GTIG) has identified a new iOS full-chain exploit that leveraged multiple zero-day vulnerabilities to fully compromise devices. Based on toolmarks in recovered payloads, we believe the exploit chain to be called DarkSword. Since at least November 2025, GTIG has observed multiple commercial surveillance vendors and suspected state-sponsored actors utilizing DarkSword in d
DarkSword is a sophisticated piece of malware—probably government designed—that targets iOS.
Google Threat Intelligence Group (GTIG) has identified a new iOS full-chain exploit that leveraged multiple zero-day vulnerabilities to fully compromise devices. Based on toolmarks in recovered payloads, we believe the exploit chain to be called DarkSword. Since at least November 2025, GTIG has observed multiple commercial surveillance vendors and suspected state-sponsored actors utilizing DarkSword in distinct campaigns. These threat actors have deployed the exploit chain against targets in Saudi Arabia, Turkey, Malaysia, and Ukraine.
DarkSword supports iOS versions 18.4 through 18.7 and utilizes six different vulnerabilities to deploy final-stage payloads. GTIG has identified three distinct malware families deployed following a successful DarkSword compromise: GHOSTBLADE, GHOSTKNIFE, and GHOSTSABER. The proliferation of this single exploit chain across disparate threat actors mirrors the previously discovered Coruna iOS exploit kit. Notably, UNC6353, a suspected Russian espionage group previously observed using Coruna, has recently incorporated DarkSword into their watering hole campaigns.
A week after it was identified, a version of it leaked onto the internet, where it is being used more broadly.
This news is a month old. Your devices are safe, assuming you patch regularly.
Researchers have reverse-engineered a piece of malware named Fast16. It’s almost certainly state-sponsored, probably US in origin, and was deployed against Iran years before Stuxnet:
“…the Fast16 malware was designed to carry out the most subtle form of sabotage ever seen in an in-the-wild malware tool: By automatically spreading across networks and then silently manipulating computation processes in certain software applications that perform high-precision mathematical calculations and simulate
Researchers have reverse-engineered a piece of malware named Fast16. It’s almost certainly state-sponsored, probably US in origin, and was deployed against Iran years before Stuxnet:
“…the Fast16 malware was designed to carry out the most subtle form of sabotage ever seen in an in-the-wild malware tool: By automatically spreading across networks and then silently manipulating computation processes in certain software applications that perform high-precision mathematical calculations and simulate physical phenomena, Fast16 can alter the results of those programs to cause failures that range from faulty research results to catastrophic damage to real-world equipment.”
This is news:
A malicious supply chain compromise has been identified in the Python Package Index package litellm version 1.82.8. The published wheel contains a malicious .pth file (litellm_init.pth, 34,628 bytes) which is automatically executed by the Python interpreter on every startup, without requiring any explicit import of the litellm module.
There are a lot of really boring things we need to do to help secure all of these critical libraries: SBOMs, SLSA, SigStore. But we have to do them.
A malicious supply chain compromise has been identified in the Python Package Index package litellm version 1.82.8. The published wheel contains a malicious .pth file (litellm_init.pth, 34,628 bytes) which is automatically executed by the Python interpreter on every startup, without requiring any explicit import of the litellm module.
There are a lot of really boring things we need to do to help secure all of these critical libraries: SBOMs, SLSA, SigStore. But we have to do them.
Introduction
This blog is
part of a cyber threat intelligence (CTI) blog series called Tracking
Adversaries that investigates prominent or new threat groups.
The focus of
this blog is EvilCorp, a sanctioned Russia-based cybercriminal enterprise known
for launching ransomware attacks, and RansomHub, a prominent ransomware as a
service (RaaS) operation run by Russian-speaking cybercriminals.These two threat groups have been linked together through cooperation on intrusions and IOCs and TTPs sha
This blog is
part of a cyber threat intelligence (CTI) blog series called Tracking
Adversaries that investigates prominent or new threat groups.
The focus of
this blog is EvilCorp, a sanctioned Russia-based cybercriminal enterprise known
for launching ransomware attacks, and RansomHub, a prominent ransomware as a
service (RaaS) operation run by Russian-speaking cybercriminals.
These two threat groups have been linked together through cooperation on intrusions and IOCs and TTPs shared by multiple CTI sources. The implication of this link is critical due to RansomHub being the most active ransomware gang and is working with a well-known sanctioned affiliate.
Who is RansomHub?
Active since
February 2024, RansomHub
is a RaaS operation formerly known as Cyclops and
Knight and is run by Russian-speaking adversaries. It is currently used by more and more cybercriminals that are ex-affiliates
of other RaaS operations. This includes the ALPHV/BlackCat RaaS and the LockBit
RaaS, which have since shutdown or disappeared. This has made the RansomHub RaaS one
of the most widespread ransomware families as of early 2025.
Due to
having a high number of affiliates, the tools and TTPs observed before the
final RansomHub payload is deployed can vary significantly.
Each affiliate may have their own set of tools and TTPs to achieve the final
objectives of data exfiltration and ransomware deployment.
Who is EvilCorp?
Evil Corp is
an international cybercrime network sanctioned for
orchestrating large-scale financial cyberattacks led by Maksim Yakubets. EvilCorp’s operations have evolved over time, expanding from Dridex
banking trojan campaigns into developing
ransomware like BitPaymer, WastedLocker, Hades, PhoenixLocker, and MacawLocker.
Notably,
Aleksandr Ryzhenkov, was identified
by the National Crime Agency (NCA) as a high-ranking member of EvilCorp and
also LockBit affiliate. Ryzhenkov became a LockBit affiliate around 2022, contributing to over 60
LockBit ransomware builds and attempting to extort more than $100 million from
victims. This discovery aligns with Mandiant’s previous reporting
on EvilCorp shifting to LockBit as well.
The NCA also
found that EvilCorp maintains close ties with Russian intelligence agencies
through Yakubets' father-in-law, Eduard Bendersky, a former FSB officer, who is
suspected of using his influence to shield the group from prosecution in Russia.
One of the
TTPs that makes EvilCorp standout from the rest of the RaaS affiliates is their
own affiliation
to the SocGholish
JavaScript malware (aka FAKEUPDATES). If ransomware deployment takes place
following a SocGholish infection, then the attackers responsible for the attack
will be affiliated with EvilCorp.
Reported Connections Between EvilCorp and RansomHub
On 15 July
2024, Microsoft shared a post on X stating that RansomHub was
observed being deployed in post-compromise activity by Manatee Tempest (which is Microsoft’s name for
EvilCorp) following initial access via SocGholish (aka FakeUpdates) infections
(which Microsoft tracks as Mustard Tempest).
On 15
January 2025, Guidepoint wrote a blog on a new Python backdoor used by an
affiliate of RansomHub. Notably, the new Python backdoor was delivered by
SocGholish. Therefore, this Python backdoor is another potential artifact worth
monitoring for its connection to known EvilCorp-related malware.
The next
day, on 16 January 2025, Google shared a report on EvilCorp (which Google tracks as
UNC2165) that disclosed numerous tools and malware families they have been using to deliver RansomHub, including a Python
backdoor dubbed VIPERTUNNEL (see the image below). The presence of a Python
backdoor following a SocGholish infection is notable TTP that overlaps with the
Guidepoint blog on RansomHub.
On 14 March
2025, Trend Micro disclosed further details that also confirmed the
SocGholish malware is leading to the deployment of RansomHub ransomware. The
operators of SocGholish are tracked as Water Scylla by Trend Micro. The
operators distribute SocGholish via the Keitaro Traffic Direction System (TDS), a legitimate service used for marketing campaigns. Trend Micro
also observed SocGholish dropping the same custom Python backdoor (aka
VIPERTUNNEL) as well.
So What?
EvilCorp has been under US sanctions since 2019, making it
illegal for affected organisations to pay ransoms to them without facing
potential fines from the US Treasury’s Office of Foreign Assets Control (OFAC).
Despite these sanctions, EvilCorp has continued its cybercriminal activities by
adapting its tactics to include rebranding their ransomware and becoming an affiliate of RaaS operations, such as LockBit and RansomHub.
The key indicator of EvilCorp's involvement in ransomware attacks continues to be the
use of the SocGholish malware, which employs drive-by downloads masquerading as web browser software updates to gain initial access to systems.
EvilCorp’s affiliation with RansomHub raises the
possibilities that RansomHub may soon face sanctions similar to those imposed
on EvilCorp. Consequently, any victim that pays a ransom to RansomHub could
become significantly riskier for cyber insurance organisations, incident
responders, and ransomware negotiators, as they may inadvertently violate
sanctions and face legal repercussions.
Given EvilCorp's prominence as a target for international
law enforcement, its association with RansomHub is likely to draw increased
scrutiny. This could result in RansomHub becoming the focus of future law
enforcement actions, including potential takedowns and additional sanctions,
further complicating the landscape for entities involved in ransomware response
and mitigation.
There is also the increased likelihood that RansomHub will
now rebrand. As we saw in the BlackBasta
Leaks, ransomware groups pay close attention to the news, CTI reports, and
even posts on X and even blogs by researchers. This association to EvilCorp and
threat of sanctions is an issue for ransomware groups as it impacts their
business model and makes earning harder. Therefore, by linking the two entities together CTI analysts can impose cost on these cybercriminals.