[AI Security] Rethinking the Capability of Fine-Tuned Language Models for Automated Vulnerability Repair, ICSE 2026

Rethinking the Capability of Fine-Tuned Language Models for Automated Vulnerability Repair

Woorim Han, Yeongjun Kwak, Miseon Yu, Kyeongmin Kim, Younghan Lee​*, Hyungon Moon, Yunheung Paek​*

IEEE/ACM International Conference on Software Engineering (ICSE 2026)

​*: Correspondence should be addressed to Younghan Lee and Yunheung Paek

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International Papers

HW Security KI-Mon: A Hardware-assisted Event-triggered Monitoring Platform for Mutable Kernel Object. , 22nd USENIX Security Symposium, Aug 2013 (Acceptance rate: 15.9%)
HW Security Vigilare : Toward Snoop-based Kernel Integrity Monitor, 19th ACM conference on computer and communications security, Oct 2012 (Acceptance rate: 18.9%)