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Published on 01 January 2025

"Andro-Dumpsys: Android Malware Dataset from Memory-Acquired Odex Bytecode and Creator-Centric Features"

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Jae-wook Jang;Hyunjae Kang;Jiyoung Woo;Aziz Mohaisen;Huy Kang Kim

Description

"This dataset is derived from the Andro-Dumpsys system, which analyzes Android applications through volatile memory acquisition and similarity-based profiling. During execution in an emulator, the system extracts odex bytecode to address challenges introduced by anti-analysis techniques such as packing, dynamic loading, and dex encryption. Creator-centric artifacts\u2014including certificate serial numbers, operation code patterns, metadata from AndroidManifest.xml, suspicious API sequences, permission usage, and system command traces\u2014are parsed to construct behavioral profiles. The dataset includes malware and benign application samples along with extracted descriptive information."

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Publication Details

DOI

Publisher

IEEE DataPort

Assigned Domain

Subfield

Artificial Intelligence

Field

Computer Science

Domain

Physical Sciences

Confidence Score

47%

Source

Scholar Data Model