AI RESEARCH
MemRepair: Hierarchical Memory for Agentic Repository-Level Vulnerability Repair
arXiv CS.CL
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ArXi:2605.17444v1 Announce Type: cross Modern software ecosystems face a rapidly growing number of disclosed vulnerabilities, increasing the need for automated repair techniques that can operate reliably at repository scale. Although Large Language Model (LLM)-based agents have recently shown promise for automated vulnerability repair (AVR), most existing systems still treat repair as a single generation step over the currently visible code context.