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Partition-Matched Evaluation of Community Features under Distribution Shift in Android Malware Function-Call Graphs

Zhu, Junru et al.
arXiv (All) · Papers
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cryptography-and-security
Graph-based Android malware classifiers can lose accuracy under malware-type or family shifts. We test whether mesoscopic organization in function-call graphs provides shift-stable information beyond local degree profiles (LDP), global statistics, lightweight metadata, and size-matched random partit
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