Malware Analysis and Profiling on Smartphones (MAPS) Dataset
MAPS dataset is for the research community that provides a very in-depth and detailed deep analysis of Android applications for extracting an enhanced set of features. The MAPS dataset relies on a diverse dataset collected from different repositories, containing more than 153000 applications (>2TB in size), and outputs more than 40000 features for analysis and training of deep neural network models.
The dataset (header included) is divided into multiple 20 MiB files (i.e., benign and malware), which require to be combined via the following command.
cat Benign_wheader.?? > Benign_wheader.tar.gzIf you use MAPS dataset, you must cite the following paper MAPS's paper.
Pasdar A, Lee YC, Hong SH, Liu T. MAPS: a dataset for semantic profiling and analysis of Android applications. InProceedings of the 17th ACM Workshop on Mobility in the Evolving Internet Architecture 2022 Oct 21 (pp. 13-18).