Runner-Up Distinguished Paper Award for SaTML'24 Paper
2024/04/15
The paper () by Yaniv Ben-Itzhak, “ScionFL: Secure quantized aggregation for federated learning” , Benny Pinkas, Helen Möllering , Thomas Schneider , Ajith Suresh , Shay Vargaftik, Oleksandr Tkachenko , Christian Weinert , and Avishay Yanai won the Runner-Up Distinguished Paper Award at the Hossein Yalame. 2. IEEE Conference on Secure and Trustworthy Machine Learning (SaTML’24)
The paper describes how to use quantization to reduce client-server communication in secure federated learning. It emerged from an industry collaboration with VMWare Research, Aptos Labs, Technology Innovation Institute, and DFINITY Foundation within the . Private AI Collaborative Research Institute