3 papers
cs.SE2026
Knowledge-Enhanced Agentic Vulnerability Repair
Sicong Cao, Hao Ma, Le Yu +8
Frontier foundation models have changed the math on vulnerability discovery, but the bigger challenge is how the remediation side keeps up. Despite recent progresses in Automated V…
cs.SE2025
Well Begun is Half Done: Location-Aware and Trace-Guided Iterative Automated Vulnerability Repair
Zhenlei Ye, Xiaobing Sun, Sicong Cao +2
The advances of large language models (LLMs) have paved the way for automated software vulnerability repair approaches, which iteratively refine the patch until it becomes plausibl…
cs.CR2025
MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem
Xingan Gao, Xiaobing Sun, Sicong Cao +5
Malicious package detection has become a critical task in ensuring the security and stability of the PyPI. Existing detection approaches have focused on advancing model selection,…