Michael Naehrig

CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy

Applying machine learning to a problem which involves medical, financial, or other types of sensitive data, not only requires accurate predictions but also careful attention to maintaining data privacy and security. Legal and ethical requirements may prevent the use of cloud-based machine learning s…