Scalable Multi-Round Multi-Party Privacy-Preserving Neural Network Training. - Xingyu Lu; Umit Yigit Basaran; Basak Güler (IEEE Trans. Inf. Theory, 2024)

Towards Source-Free Machine Unlearning. - Sk Miraj Ahmed; Umit Yigit Basaran; Dripta S. Raychaudhuri; Arindam Dutta; Rohit Kundu; Fahim Faisal Niloy; Basak Guler; Amit K. Roy-Chowdhury (CVPR, 2025)

A Certified Unlearning Approach without Access to Source Data. - Umit Yigit Basaran; Sk Miraj Ahmed; Amit K. Roy-Chowdhury; Basak Guler (CoRR, 2025)