Shaocheng Yan
1 indexed paper
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126
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Crypto×1NLP×1
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2026
Model-Agnostic Lifelong LLM Safety via Externalized Attack-Defense Co-Evolution
The EvoSafety framework enhances LLM safety by externalizing attack and defense mechanisms, enabling persistent, transferable, and model-agnostic robustness against adversarial prompts.
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Papers
cs.CRcs.CLRecentMay 13, 2026
Model-Agnostic Lifelong LLM Safety via Externalized Attack-Defense Co-Evolution
Xiaozhe Zhang, Chaozhuo Li, Hui Liu, Shaocheng Yan +3 more
The EvoSafety framework enhances LLM safety by externalizing attack and defense mechanisms, enabling persistent, transferable, and model-agnostic robustness against adversarial prompts.
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