Walid Aljoby

Mitigating Bias in Client Selection for Federated Learning Using Verifiable Random Functions

2024

Federated Learning (FL) poses unique challenges related to the trustworthiness of both client data and the aggregator.While Secure Aggregation (SA) reduces privacy risks by masking local model updates through cryptographic techniques, it remains susceptible to …