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Shanghai Jiao Tong University
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Shuffling activations, a popular defense in secure Transformer inference, crumbles under a new alignment attack that recovers model weights for just $1.
LLM agents acting in the real world introduce a whole new threat landscape beyond unsafe text, demanding a shift in focus towards system-level security for agent ecosystems.
