FedTrident: Resilient Road Condition Classification Against Poisoning Attacks in Federated Learning

Sheng Liu, Panos Papadimitratos

FL has emerged as a transformative paradigm for ITS, notably camera-based Road Condition Classification (RCC). However, by enabling collaboration, FL-based RCC exposes the system t…