Android Malware Dataset with Multi-Perspective Features

This dataset focuses on analyzing recent Android Package Kit (APK) samples using AndroPyTool, an automated framework designed to extract and analyze APK features efficiently. By facilitating large-scale feature extraction, AndroPyTool enables researchers and security professionals to assess Android applications' behavior and security risks systematically. The extracted data is structured in a vectorized format, where each row corresponds to an individual APK, and columns represent various extracted features. A well represented dataset is crucial for training ML and DL classifiers, which differentiate between benign and malicious applications.