Review
Aug 2026
MACGen: Toward Functionally Correct and Secure Code Generation via Multi-Agent Collaboration
MACGen is a multi-agent framework that integrates planning, security analysis, code synthesis and refinement to jointly optimize security and functionality and improves F&S@1 over direct prompting on CWEval and BaxBench.
Miseon Yu, Jaehoon Choi, Younghan Lee et al.
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