SONNI: Secure Oblivious Neural Network Inference

Luke Sperling, Sandeep S. Kulkarni

In the standard privacy-preserving Machine learning as-a-service (MLaaS) model, the client encrypts data using homomorphic encryption and uploads it to a server for computation. Th…