[HTML][HTML] A survey on vulnerability of federated learning: A learning algorithm perspective

X **, M Goldblum… - ICASSP 2023-2023 …, 2023‏ - ieeexplore.ieee.org
Decentralized training of machine learning models, for instance with federated learning
protocols, continues to diffuse from theory toward practical applications and use cases. In …

Content Style-triggered Backdoor Attack in Non-IID Federated Learning via Generative AI

J Cheng, G Li, X Lin, H Peng, J Li - … IEEE Intl Conf on Parallel & …, 2023‏ - ieeexplore.ieee.org
Federated learning (FL) enables collaborative model training over multiple unvetted
participants' data, making it vulnerable to backdoor attacks. While existing studies have …