From the 1 of 3 linked papers with an AI index.
3 papers
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…
cs.SE2026
Rethinking the Capability of Fine-Tuned Language Models for Automated Vulnerability Repair
Woorim Han, Yeongjun Kwak, Miseon Yu +4
The paper investigates how well fine‑tuned language models can automatically fix unseen software vulnerabilities and critiques common token‑level evaluation metrics, introducing a…
cs.LG2024
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification
Yungi Cho, Woorim Han, Miseon Yu +3
Vertical Federated Learning (VFL) focuses on handling vertically partitioned data over FL participants. Recent studies have discovered a significant vulnerability in VFL to backdoo…