Differential Privacy with Tensorflow 2.0 :  Multi class Text Classification  Privacy

Written by sharmi1206 | Published 2020/02/23
Tech Story Tags: data-science | tensorflow | artificial-intelligence | machinelearning | data-privacy | privacy | python | ml

TLDR Differential Privacy with Tensorflow 2.0 : Multi class Text Classification Privacy. This blog gives an outline of two most widely used DP algorithms and gives text classification of sensitive product reviews. It also compares different privacy mechanisms and accounting procedures with differentially private (DP algorithm) Differential Private Stochastic Gradient Descent algorithm to provide strong privacy guarantees. The blog primarily discusses about TensorFlow Privacy (the DP algorithm, its metrics and test criteria) that guarantees privacy through differential Private Algorithms.via the TL;DR App

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Written by sharmi1206 | https://www.linkedin.com/in/sharmistha-chatterjee-7a186310/
Published by HackerNoon on 2020/02/23