Lichen Xu
1 indexed paper
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126
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Crypto×1AI×1
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2026
CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly
The paper introduces CyberEvolver, a self-evolving agent framework that iteratively revises its own operational scaffold based on failed execution attempts, significantly improving cybersecurity agent performance across various tasks.
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Papers
cs.CRcs.AIRecentMay 25, 2026
CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly
Yihe Fan, Changyi Li, Lichen Xu, Xudong Pan +3 more
The paper introduces CyberEvolver, a self-evolving agent framework that iteratively revises its own operational scaffold based on failed execution attempts, significantly improving cybersecurity agent…
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