AIBullisharXiv – CS AI · Mar 46/102
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Multimodal Multi-Agent Ransomware Analysis Using AutoGen
Researchers developed a multimodal multi-agent ransomware analysis framework using AutoGen that combines static, dynamic, and network data sources for improved ransomware detection. The system achieved 0.936 Macro-F1 score for family classification and demonstrated stable convergence over 100 epochs with a final composite score of 0.88.