Amritpal Singh

Secure and scalable client pre-filtering and authentication framework for federated learning systems

Abstract A federated learning system, which emphasises decentralisation, allows cooperative model training to ensure the privacy and security of the data. Client authentication is an important factor in a decentralised system to prevent unauthorised access and unauthorised users from adding exceptions or irrelevant fac...