Browsing RPI Theses Open Access by Author "Ishaq, Muhammad"
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MLCryptoBox : cryptographic toolbox for distributed machine learning
Ishaq, Muhammad (Rensselaer Polytechnic Institute, Troy, NY, 2018-05)We propose a hybrid design using multiparty computation (MPC) to achieve both accuracy and speed. An ML application should compute only those primitives cryptographically securely which operate on sensitive input. Towards ...