
AI Agent Turns Langflow Ransomware Attack Into Secret Hunt
An exposed Langflow flaw let JadePuffer use an AI agent to hunt secrets, pivot, and prep ransomware faster than manual crews.
Jul 3, 20266 min read0 reactions0 comments
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An exposed Langflow flaw let JadePuffer use an AI agent to hunt secrets, pivot, and prep ransomware faster than manual crews.

The JADEPUFFER campaign exploited a 9.8 CVSS flaw in Langflow to automate ransomware with AI agents. Reconnaissance, lateral movement, and encryption of 1,342 Nacos configs—no human needed. This marks a shift from hypothetical to operational agentic threats.