One-Shot Secure Aggregation: A Hybrid Cryptographic Protocol for Private Federated Learning in IoT

Imraul Emmaka, Tran Viet Xuan Phuong

Federated Learning (FL) offers a promising approach to collaboratively train machine learning models without centralizing raw data, yet its scalability is often throttled by excess…