J. Sebastian Nixon

Secure and scalable federated learning with blockchain consensus and incentive mechanisms

Santhosh Kumar Gorva, Karuna S. Bhosale, J. Sebastian Nixon, S. N. Prajwalasimha, Dilip Kumar Jang Bahadur Saini, Vijaya Kumbhar

In this paper: Introduction Federated Learning (FL) empowers disseminated clients to collaboratively train models, while maintaining the privacy of their data. Yet, several security problems including malicious clie...