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cs.CR2026
Moirae: A Multimodal Agent Collaborative Framework for Dynamic Android Malware Detection
Xueying Zeng, Youquan Xian, Yanze Li +9
The Android ecosystem faces persistent and rapidly evolving malware threats. Existing machine learning detectors are vulnerable to concept drift because they rely on implementation…
cs.CR2026
MARD: A Multi-Agent Framework for Robust Android Malware Detection
Xueying Zeng, Youquan Xian, Sihao Liu +4
With the rapid evolution of Android applications, traditional machine learning-based detection models suffer from concept drift. Additionally, they are constrained by shallow featu…