Güler, Başak

8 publications

ICML 2025 A Certified Unlearning Approach Without Access to Source Data Umit Yigit Basaran, Sk Miraj Ahmed, Amit Roy-Chowdhury, Basak Guler

CVPR 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments Xiangyu Chang, Fahim Faisal Niloy, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit Roy-Chowdhury

CVPR 2025 Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning Hasin Us Sami, Swapneel Sen, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy, Basak Guler

CVPR 2025 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

ICMLW 2023 Beyond Secure Aggregation: Scalable Multi-Round Secure Collaborative Learning Umit Yigit Basaran, Xingyu Lu, Basak Guler

AISTATS 2023 Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity Xingyu Lu, Hasin Us Sami, Başak Güler

AAAI 2023 Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning Jinhyun So, Ramy E. Ali, Basak Güler, Jiantao Jiao, Amir Salman Avestimehr

NeurIPS 2020 A Scalable Approach for Privacy-Preserving Collaborative Machine Learning Jinhyun So, Basak Guler, Salman Avestimehr