MACAA is a belief-revision multi-agent framework for training-free code authorship verification that reports 89.15% F1 on same-language benchmarks and 80% on cross-language pairs while outperforming baselines.
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MACAA: Belief-Revision Multi-Agent Reasoning for Code Authorship Verification
MACAA is a belief-revision multi-agent framework for training-free code authorship verification that reports 89.15% F1 on same-language benchmarks and 80% on cross-language pairs while outperforming baselines.