Hengheng Zhang
1 indexed paper
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126
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Crypto×1AI×1
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2026
Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs
The paper introduces Tree-like Self-Play (TSP), a novel framework that treats secure code generation as a fine-grained decision process, significantly improving LLM security by forcing the model to self-correct localized vulnerabilities.
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Papers
cs.CRcs.AIRecentJun 2, 2026
Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs
Wenqi Chen, Ziyan Zhang, Bing Wang, Lin Liu +2 more
The paper introduces Tree-like Self-Play (TSP), a novel framework that treats secure code generation as a fine-grained decision process, significantly improving LLM security by forcing the model to se…
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