FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning

Zhaoxiong Yang, Shuihai Hu, Kai Chen

With the increasing awareness of privacy protection and data fragmentation problem, federated learning has been emerging as a new paradigm of machine learning. Federated learning t…