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National Interdisciplinary Research Center of Engineering Physics
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Multi-item users can face significantly more powerful poisoning attacks, but a new method achieves robust estimation without sacrificing performance.
LLMs leak risk signals in their hidden state trajectories during decoding, enabling a 95% effective jailbreak defense without training or modifying the model.
