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News/CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly
arxiv
PublishedMay 27, 2026 at 4:00 AM
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CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly

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arXiv:2605.26195v1 Announce Type: cross Abstract: LLM-based agents are increasingly used for cybersecurity tasks, but most existing systems rely on fixed, human-designed scaffolds that struggle to adapt across diverse targets and failure modes. We introduce \textsc{CyberEvolver}, a self-evolving cyb

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