automated vulnerability repair 1continuous fuzzing 1LLM agents 1patch deduplication 1software bugs 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CR2026
PatchIsland: Orchestration of LLM Agents for Continuous Vulnerability Repair
Wonyoung Kim, Seunggi Min, Minjae Gwon +11
PatchIsland is a system that coordinates multiple LLM agents to automatically generate patches for vulnerabilities discovered by continuous fuzzing pipelines, using a two‑phase ded…
cs.SE2026
Towards Functional Correctness of Large Code Models with Selective Generation
Jaewoo Jeong, Taesoo Kim, Sangdon Park
The hallucination of code generation models hinders their applicability to systems requiring higher safety standards. One critical bottleneck in addressing code hallucination is th…