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2 Results Found

  • Article
  • Open Access
41 Citations
9,933 Views
19 Pages

Permissions-Based Detection of Android Malware Using Machine Learning

  • Fahad Akbar,
  • Mehdi Hussain,
  • Rafia Mumtaz,
  • Qaiser Riaz,
  • Ainuddin Wahid Abdul Wahab and
  • Ki-Hyun Jung

2 April 2022

Malware applications (Apps) targeting mobile devices are widespread, and compromise the sensitive and private information stored on the devices. This is due to the asymmetry between informative permissions and irrelevant and redundant permissions for...

  • Article
  • Open Access
986 Views
22 Pages

1 July 2025

In recent years, the growing threat of Android malware has caused significant economic losses and posed serious risks to user security and privacy. Machine learning-based detection approaches have improved the accuracy of malware identification, ther...