MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning

28 November 2023

Papers citing "MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning"

4 / 4 papers shown

Title
Membership Inference Attacks and Defenses in Federated Learning: A Survey Li Bai Haibo Hu Qingqing Ye Haoyang Li Leixia Wang Jianliang Xu FedML 69 13 0 09 Dec 2024
Privacy Drift: Evolving Privacy Concerns in Incremental Learning Sayyed Farid Ahamed S. Banerjee Sandip Roy Aayush Kapoor Marc Vucovich K. Choi Abdul Rahman Edward Bowen Sachin Shetty FedML 66 0 0 06 Dec 2024
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning Sayyed Farid Ahamed Soumya Banerjee Sandip Roy Devin Quinn Marc Vucovich K. Choi Abdul Rahman Alison Hu Edward Bowen Sachin Shetty 21 1 0 26 Jul 2024
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,888 0 15 Sep 2016