The Resurrection of WormGPT: Unveiling Grok and Mixtral Variants

Jul 12, 2025 | AI, Robotics & Emerging Tech

The Rise of keanu-WormGPT and xzin0vich-WormGPT

In the shadowy corridors of BreachForums, two new WormGPT variants have emerged, resurrecting a tool once thought eradicated. Researchers at Cato Network have uncovered keanu-WormGPT and xzin0vich-WormGPT, both of which exploit commercial AI models—xAI’s Grok and Mistral’s Mixtral, respectively. These malicious incarnations are the brainchildren of cybercriminals intent on crafting phishing schemes, writing malicious code, and bypassing ethical checks built into legitimate AI platforms.

The notorious WormGPT, originally devised by Rafael Morais, a 23-year-old Portuguese programmer, made headlines in 2023 for its ability to bypass ethical restrictions using the open-source GPT-J. Despite its shutdown, WormGPT’s legacy persists, serving as a brand for uncensored AI models. Vitaly Simonovich of Cato Networks describes it as the face of a new wave of large language models (LLMs) repurposed for nefarious ends.

keanu-WormGPT: Grok in the Shadows

Posted on February 25, 2025, by an enigmatic user named ‘keanu,’ keanu-WormGPT operates through a Telegram chatbot, leveraging Grok, the AI brainchild of Elon Musk’s xAI. Cato’s researchers, employing jailbreak techniques, revealed the manipulation of the system prompt—an act that coerces Grok to shed its ethical constraints, enabling the generation of harmful content such as phishing emails and credential-stealing scripts.

Simonovich notes that threat actors are exploiting the Grok API with crafted jailbreak prompts to bypass Grok’s ethical boundaries. This manipulation underscores a significant vulnerability in AI systems, highlighting how easily these technologies can be twisted to serve malicious agendas.

xzin0vich-WormGPT: The Mixtral Connection

The xzin0vich-WormGPT variant, unveiled on October 26, 2024, by a user known as ‘xzin0vich,’ taps into Mistral AI’s Mixtral model. Much like its Grok-powered counterpart, this variant operates via Telegram, readily responding to unethical or illegal prompts. Cato’s team utilized similar jailbreak methods to extract the system prompt, which directly referenced Mixtral’s architecture.

Technical indicators, such as ‘two active experts per token’ and ‘eight key-value heads,’ confirmed the Mixtral foundation of this variant. These technical nuances reveal the depth of adaptation cybercriminals have achieved, manipulating AI architectures to serve their illicit purposes.

The Dark Market for Malicious AI

The resurgence of WormGPT in these new guises underscores the adaptability of malicious actors to advancing AI technologies. As legitimate platforms tighten ethical guidelines, cybercriminals ingeniously repurpose these tools for exploitation. The shutdown of the original WormGPT only fueled the emergence of successors like FraudGPT, DarkGPT, and EvilGPT, each a testament to the relentless ingenuity of digital malfeasance.

In response to these developments, cybersecurity experts stress the importance of robust defense mechanisms. Recommendations from Cato Networks include strengthening threat detection and response systems, implementing stringent access controls, and enhancing security awareness training. These strategies are critical in fortifying defenses against the ever-evolving landscape of malicious AI exploitation.

Meta Facts

  • 💡 WormGPT variants use jailbreak techniques to bypass ethical guardrails.
  • 💡 keanu-WormGPT and xzin0vich-WormGPT exploit Grok and Mixtral AI models.
  • 💡 Strengthening threat detection and response is critical in counteracting AI threats.
  • 💡 Technical indicators like ‘two active experts per token’ reveal Mixtral’s architecture.
  • 💡 Implementing stronger access controls can mitigate risks from malicious AI.

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