3dfed: Adaptive and extensible framework for covert backdoor attack in federated learning

H Li, Q Ye, H Hu, J Li, L Wang… - 2023 IEEE Symposium …, 2023 - ieeexplore.ieee.org
Federated Learning (FL), the de-facto distributed machine learning paradigm that locally
trains datasets at individual devices, is vulnerable to backdoor model poisoning attacks. By …

Open problems in medical federated learning

JH Yoo, H Jeong, J Lee, TM Chung - International Journal of Web …, 2022 - emerald.com
Purpose This study aims to summarize the critical issues in medical federated learning and
applicable solutions. Also, detailed explanations of how federated learning techniques can …