DataGuard: Guaranteeing Private Training in Systolic-array Based Accelerators

Pawan Kumar Sanjaya, Christina Giannoula, Nikhil Shreekumar +6

Differential privacy (DP) and federated learning (FL) have emerged as important privacy-preserving approaches when using sensitive data to train machine learning (ML) models. FL en…