Deep Private-Feature Extraction

Published in IEEE Transactions on Knowledge and Data Engineering, 2018

Recommended citation: Seyed Ali Osia, Ali Taheri, Ali Shahin Shamsabadi, Kleomenis Katevas, Hamed Haddadi, Hamid R. Rabiee. (Feb 2018). "Deep Private-Feature Extraction." IEEE Transactions on Knowledge and Data Engineering. https://arxiv.org/pdf/1802.03151.pdf

This paper is information-theoretic deep learning model to trade privacy vs. accuracy.

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Recommended citation: Seyed Ali Osia, Ali Taheri, Ali Shahin Shamsabadi, Kleomenis Katevas, Hamed Haddadi, Hamid R. Rabiee. (Feb 2018). “Deep Private-Feature Extraction.” IEEE Transactions on Knowledge and Data Engineering.