Towards Secure and Robust Federated Learning
Federated Learning (FL) is a new way to train machine learning models across many decentralized devices while keeping data private. In Intrusion Detection Systems (IDS), FL allows different networks to share security intelligence without sharing sensitive raw data. However, this decentralized structure makes the system...