Search Results for author: Tom Finley

Found 3 papers, 0 papers with code

Crypto-Nets: Neural Networks over Encrypted Data

no code implementations18 Dec 2014 Pengtao Xie, Misha Bilenko, Tom Finley, Ran Gilad-Bachrach, Kristin Lauter, Michael Naehrig

To achieve the privacy requirements, we use homomorphic encryption in the following protocol: the data owner encrypts the data and sends the ciphertexts to the third party to obtain a prediction from a trained model.

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