Critical remote code execution vulnerabilities were discovered across major AI inference frameworks including Meta's Llama Stack, Nvidia TensorRT-LLM, vLLM, and SGLang. The flaws originated from unsafe use of ZeroMQ and Python's pickle deserialization in Meta's code, then spread to other projects through copy-paste development

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