The PermGuard dataset is a carefully crafted Android Malware dataset that maps Android permissions to exploitation techniques, providing valuable insights into how malware can exploit these permissions. It consists of 55,911 benign and 55,911 malware apps, creating a balanced dataset for analysis. APK files were sourced from AndroZoo, including applications scanned between January 1, 2019, and July 1, 2024. A novel construction method extracts Android permissions and links them to exploitation techniques, enabling a deeper understanding of permission misuse.

DOI Link: 
https://doi.org/10.1109/ACCESS.2024.3523629
Links or DOI: 
https://doi.org/10.1109/ACCESS.2024.3523629
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[1] Arvind Prasad, "PermGuard Android Malware Dataset", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/https://doi.org/10.1109/ACCESS.2024.3523629. Accessed: Feb. 05, 2025.
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doi = {https://doi.org/10.1109/ACCESS.2024.3523629},
url = {http://dx.doi.org/https://doi.org/10.1109/ACCESS.2024.3523629},
author = {Arvind Prasad },
publisher = {IEEE Dataport},
title = {PermGuard Android Malware Dataset},
year = {2024} }
TY - DATA
T1 - PermGuard Android Malware Dataset
AU - Arvind Prasad
PY - 2024
PB - IEEE Dataport
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Arvind Prasad. (2024). PermGuard Android Malware Dataset. IEEE Dataport. http://dx.doi.org/https://doi.org/10.1109/ACCESS.2024.3523629
Arvind Prasad, 2024. PermGuard Android Malware Dataset. Available at: http://dx.doi.org/https://doi.org/10.1109/ACCESS.2024.3523629.
Arvind Prasad. (2024). "PermGuard Android Malware Dataset." Web.
1. Arvind Prasad. PermGuard Android Malware Dataset [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/https://doi.org/10.1109/ACCESS.2024.3523629
Arvind Prasad. "PermGuard Android Malware Dataset." doi: https://doi.org/10.1109/ACCESS.2024.3523629