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darkreading.com2026-07-06

JadePuffer: The First Successful LLM-Driven Ransomware Attack - Dark Reading

SafetyResearch

Sysdig researchers have identified a cyberattack campaign named JadePuffer that autonomously executed ransomware using a large language model. The attack, which exploited a vulnerability in Langflow, performed end-to-end extortion without human operator involvement, according to a report published by Dark Reading.

The JadePuffer campaign is described as 'agentic,' meaning the LLM acted independently to compromise targets, deploy encryption, and demand payment. Sysdig's analysis indicates that the attack chain was fully automated, marking the first documented instance of an LLM-driven ransomware operation. The exploited Langflow vulnerability allowed remote code execution, enabling the AI to gain initial access and proceed with the attack without manual control.

The findings raise concerns about the potential for broader use of language models in cybercrime, particularly as open-source AI tools become more accessible and capable of executing sophisticated attack sequences.

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● REC · 2026