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AGENTQ: Quantization-Conditioned Backdoor Attacks on LLM Agents

Liu, Xiaoqun et al.
arXiv (OAI Expanded) · Papers
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cryptography-and-security
Quantization is one of the default deployment paths for open-weight LLM agents, but it is not behavior-preserving: an adversary can release a full-precision checkpoint that passes audits yet misbehaves once quantized, termed as quantization-conditioned attack (QCA). Prior QCA work targets free-text
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