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securityweek.com2026-07-03

Agentic AI Used to Conduct Ransomware Attack via Langflow - SecurityWeek

SafetyIndustry

A threat actor tracked as JadePuffer has conducted a ransomware attack using agentic AI via the Langflow platform, according to a SecurityWeek report. The attacker exploited a vulnerability in Langflow, an open-source low-code development tool for AI applications, to execute the attack. The AI was used to autonomously pivot to production servers within the victim's network.

The attack is described as 'agentic' because it used large language models to make decisions and move laterally without direct human command. JadePuffer leveraged the Langflow vulnerability to gain initial access, then deployed ransomware across critical systems. The specific vulnerability exploited has not been disclosed in full detail, but the incident highlights the growing trend of threat actors using AI to automate and enhance cyberattacks.

Security researchers are analysing the attack methodology, and Langflow's developers are expected to release a security update. The incident underscores the dual-use nature of AI frameworks, which can be employed for both beneficial automation and malicious purposes. Organisations using Langflow are advised to review their security posture and apply patches promptly.

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● REC · 2026