On Homomorphic Encryption Based Strategies for Class Imbalance in Federated Learning

Arpit Guleria, J. Harshan, Ranjitha Prasad +1

Class imbalance in training datasets can lead to bias and poor generalization in machine learning models. While pre-processing of training datasets can efficiently address both the…