Attack To Defend: Exploiting Adversarial Attacks for Detecting Poisoned Models. - Samar Fares; Karthik Nandakumar (CVPR, 2024)

Redefining Contributions: Shapley-Driven Federated Learning. - Nurbek Tastan; Samar Fares; Toluwani Aremu; Samuel Horváth; Karthik Nandakumar (IJCAI, 2024)

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models. - Samar Fares; Klea Ziu; Toluwani Aremu; Nikita Durasov; Martin Takác 001; Pascal Fua; Karthik Nandakumar; Ivan Laptev (CoRR, 2024)

Fusion of drones tracking using different LSTM approaches and a CMA-EA knowledge base approach. - Raed Abu Zitar; Samar Fares; Amal El Fallah Seghrouchni; Frédéric Barbaresco (Neural Comput. Appl., 2025)