automated vulnerability repair 1continuous fuzzing 1LLM agents 1patch deduplication 1software bugs 1
From the 1 of 3 linked papers with an AI index.
3 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.CR2025
Takedown: How It's Done in Modern Coding Agent Exploits
Eunkyu Lee, Donghyeon Kim, Wonyoung Kim +1
Coding agents, which are LLM-driven agents specialized in software development, have become increasingly prevalent in modern programming environments. Unlike traditional AI coding…
cs.CR2025
ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System
Taesoo Kim, HyungSeok Han, Soyeon Park +43
We present ATLANTIS, the cyber reasoning system developed by Team Atlanta that won 1st place in the Final Competition of DARPA's AI Cyber Challenge (AIxCC) at DEF CON 33 (August 20…