arXiv: AgenticVM — Multi-Agent Framework Automates Full Vulnerability Management Lifecycle with LLMs (2605.01739)

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AgenticVM introduces a multi-agent framework integrating large language models with security tools to automate vulnerability detection, assessment, prioritization, and reporting across the full vulnerability management lifecycle. The system uses specialized agents for each phase, with LLMs providing contextual reasoning about severity and exploitability that traditional CVSS scoring misses.