Natalie Lang

Joint Privacy Enhancement and Quantization in Federated Learning

2023 · IEEE Transactions on Signal Processing

Federated learning (FL) is an emerging paradigm for training machine learning models using possibly private data available at edge devices. The distributed operation of FL gives rise to challenges that are not encountered in centralized …