Model optimization techniques in personalized federated learning: A survey

F Sabah, Y Chen, Z Yang, M Azam, N Ahmad… - Expert Systems with …, 2024 - Elsevier
Personalized federated learning (PFL) is an exciting approach that allows machine learning
(ML) models to be trained on diverse and decentralized sources of data, while maintaining …

Unfair Trojan: Targeted Backdoor Attacks Against Model Fairness

N Furth, A Khreishah, G Liu, NH Phan… - Handbook of Trustworthy …, 2024 - Springer
Abstract Machine learning models have been proven to have the ability to make accurate
predictions on complex data tasks such as image and graph data. However, they are …