Adam in Private: Secure and Fast Training of Deep Neural Networks with Adaptive Moment Estimation

Nuttapong Attrapadung, Koki Hamada, Dai Ikarashi +5

Privacy-preserving machine learning (PPML) aims at enabling machine learning (ML) algorithms to be used on sensitive data. We contribute to this line of research by proposing a fra…