3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs

Yue Niu, Ramy E. Ali, Salman Avestimehr

Leveraging parallel hardware (e.g. GPUs) for deep neural network (DNN) training brings high computing performance. However, it raises data privacy concerns as GPUs lack a trusted e…