Assessing the Effect of Model Poisoning Attacks on Federated Learning in Android Malware Detection. - Faria Nawshin; Romain Arnal; Devrim Unal; Ponnuthurai N. Suganthan; Lionel Touseau (AICCONF, 2024)

A Defense Mechanism Against LOKI Attacks in Federated Learning for Enhancing Big Data Privacy in Mobile Systems. - Faria Nawshin; Devrim Unal; Ponnuthurai N. Suganthan (IEEE Big Data, 2024)

AI-powered malware detection with Differential Privacy for zero trust security in Internet of Things networks. - Faria Nawshin; Devrim Unal; Mohammad Hammoudeh; Ponnuthurai N. Suganthan (Ad Hoc Networks, 2024)

Malware detection for mobile computing using secure and privacy-preserving machine learning approaches: A comprehensive survey. - Faria Nawshin; Radwa Gad; Devrim Unal; Abdulla Khalid Al-Ali; Ponnuthurai N. Suganthan (Comput. Electr. Eng., 2024)