Sentiment Analysis on Encrypted Data with Homomorphic Encryption

This weblog publish makes use of the Concrete-ML library, permitting information scientists to make use of machine studying fashions in absolutely homomorphic encryption (FHE) settings with none prior information of cryptography. We present a sensible tutorial on methods to use the library to construct a sentiment evaluation mannequin on encrypted information.