91 citations · 97 across the 6 of their papers we have counts for
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cs.SE2026
DeepAVR: Deep Analysis via Multi-Agent Collaboration for Automated Vulnerability Repair
Woorim Han, Hyunjun Kim, Brian Junekyu Lee +4
Automated Vulnerability Repair (AVR) has emerged as a critical defense against software security flaws, aiming to triage and fix bugs autonomously. Early LLM-based approaches focus…
cs.CR2026
MACGen: Toward Functionally Correct and Secure Code Generation via Multi-Agent Collaboration
Miseon Yu, Jaehoon Choi, Younghan Lee +1
Despite their strong ability to generate code, large language models often fail to produce secure code, as their outputs frequently contain security vulnerabilities. Secure code ge…