Perfect Gradient Inversion in Federated Learning: A New Paradigm from the Hidden Subset Sum Problem

Qiongxiu Li, Lixia Luo, Agnese Gini +6

Federated Learning (FL) has emerged as a popular paradigm for collaborative learning among multiple parties. It is considered privacy-friendly because local data remains on persona…