"Andro-AutoPsy: Similarity-Based Android Malware and Benign Application Dataset"
收藏DataCite Commons2025-11-21 更新2026-05-03 收录
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https://ieee-dataport.org/documents/andro-autopsy-similarity-based-android-malware-and-benign-application-dataset
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资源简介:
"The Andro-AutoPsy dataset consists of Android malware and benign application samples collected to support research on similarity-based malware detection. Each application is analyzed using behavior-centric and creator-centric features, including certificate serial numbers, malicious API usage, permission likelihood ratios, system command execution, intent manipulation, and file integrity anomalies.The dataset was created for the Andro-AutoPsy system, which classifies applications by measuring the similarity of extracted behavioral footprints and identifying malware creator signatures. This approach enables not only malware detection but also grouping of malicious applications into behaviorally similar subfamilies. The system demonstrates strong applicability to zero-day malware detection and provides an alternative to traditional signature-based detection."
提供机构:
IEEE DataPort
创建时间:
2025-11-21



