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cs.SE2026
A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection
Siyi Chen, Tianhan Luo, Shijian Wu +4
Open-source libraries are widely used in modern software development, introducing significant security vulnerabilities. While static analysis tools can identify potential vulnerabi…
cs.SE2023
ActiveClean: Generating Line-Level Vulnerability Data via Active Learning
Ashwin Kallingal Joshy, Mirza Sanjida Alam, Shaila Sharmin +2
Deep learning vulnerability detection tools are increasing in popularity and have been shown to be effective. These tools rely on large volume of high quality training data, which…