About the Dataset

This dataset provides the permissions (belong to Android API 27) occurrences in 500 benign and 500 ransomware apps. It includes 117 features including Apps IDs, 115 permissions, and the app category whether benign or ransomware.

Number of Citations

35

How to Cite

If you use this dataset, please cite the following paper:

S. Alsoghyer and I. Almomani, "On the Effectiveness of Application Permissions for Android Ransomware Detection," 2020 6th Conference on Data Science and Machine Learning Applications (CDMA), Riyadh, Saudi Arabia, 2020, pp. 94-99, doi:  https://doi.org/10.1109/CDMA47397.2020.00022

BibTeX

@INPROCEEDINGS{9044263,
  author={S. {Alsoghyer} and I. {Almomani}},
  booktitle={2020 6th Conference on Data Science and Machine Learning Applications (CDMA)}, 
  title={On the Effectiveness of Application Permissions for Android Ransomware Detection}, 
  year={2020},
  volume={},
  number={},
  pages={94-99},
  doi={10.1109/CDMA47397.2020.00022}
}

Acknowledgement

SEL would like to acknowledge the support of Prince Sultan University for covering the registration fees of the IEEE conference participation.

Dataset Access

Please send an application email to sel@psu.edu.sa stating the following,

  • The name of your research institution
  • The name of the person requesting access

Make sure to send your application from your university (or research institution) email account.

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