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💻 AppSec

LMDeploy RCE Vulnerability CVE-2026-33626 Weaponised in the Wild 13 Hours After Disclosure

A critical remote code execution flaw in LMDeploy, a widely used LLM inference serving framework, was exploited in active attacks just 13 hours after public disclosure. Organisations running self-hosted AI inference infrastructure must treat these platforms with the same urgency as any internet-exposed web application server — because attackers already do.

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Commentary tagged #llm-infrastructure

Opinion

The 13-Hour Problem: Your AI Inference Infrastructure Is Already a Tier-One Target

LMDeploy was exploited 13 hours after its RCE vulnerability was disclosed. Langflow took 20 hours. Marimo lasted days. The pattern is not bad luck — it is the predictable consequence of treating AI inference infrastructure as development tooling while exposing it like a production web server. The window for getting ahead of this has closed.

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