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Posted on • Originally published at beyondmachines.net

LMDeploy AI Inference Engine Exploited Hours After SSRF Disclosure

Summary

LMDeploy's vision-language module contains a high-severity SSRF vulnerability (CVE-2026-33626) that attackers exploited within 13 hours to scan internal networks and target cloud metadata. The flaw allows unauthenticated users to bypass network restrictions by providing malicious image URLs to the inference server.

Take Action:

If you're running LMDeploy, immediately update to version 0.12.3 or later to patch the SSRF vulnerability (CVE-2026-33626). Also, enforce IMDSv2 with required session tokens on your cloud instances and restrict outbound network traffic from inference servers to block credential theft and internal scanning.


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This article was originally published on BeyondMachines

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