Privacy-Preserving Federated Learning with Verifiable Fairness Guarantees

Mohammed Himayath Ali, Mohammed Aqib Abdullah, Syed Muneer Hussain +2

Federated learning enables collaborative model training across distributed institutions without centralizing sensitive data; however, ensuring algorithmic fairness across heterogen…