Permission-based Android malware detectors drop from ~97% intra-domain to 73-86% across domains, and joint training on the common permission subset restores accuracy to 88%/97%.
Machine learning aided Android malware classification
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Diagnosing and Mitigating Domain Shift in Permission-Based Android Malware Detection
Permission-based Android malware detectors drop from ~97% intra-domain to 73-86% across domains, and joint training on the common permission subset restores accuracy to 88%/97%.