Characterizing Internal Evasion Attacks in Federated Learning

Taejin Kim, Shubhranshu Singh, Nikhil Madaan, Carlee Joe-Wong

Abstract: Federated learning allows for clients in a distributed system to jointly train a machine learning model. However, clients’ models are vulnerable to attacks during the training and testing phases. I...