- Aleksandr Karakulev*, Usama Zafar*, Salman Toor, and Prashant Singh. Bayesian Robust Aggregation for Federated Learning. Preprint, arXiv:2505.02490, 2025. [PDF]
Publications
You can also find my articles on my Google Scholar profile.
* indicates equal contribution.
Latest Preprints
- Usama Zafar, André Teixeira, and Salman Toor. Robust Federated Learning Against Poisoning Attacks: A GAN-Based Defense Framework. Preprint, arXiv:2503.20884, 2025. [PDF]
Journal Articles
- Leon Witt, Usama Zafar, KuoYeh Shen, Felix Sattler, Dan Li, Songtao Wang, and Wojciech Samek. Decentralized and Incentivized Federated Learning: A Blockchain-Enabled Framework Utilising Compressed Soft-Labels and Peer Consistency. IEEE Transactions on Services Computing, 2023. [PDF]