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Privacy Preserving Deep Learning

2 papers with code · Methodology

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A generic framework for privacy preserving deep learning

9 Nov 2018OpenMined/PySyft

We detail a new framework for privacy preserving deep learning and discuss its assets.

PRIVACY PRESERVING DEEP LEARNING

Privacy-Preserving Deep Visual Recognition: An Adversarial Learning Framework and A New Dataset

12 Jun 2019htwang14/PA-HMDB51

In order to tackle this problem, we propose two strategies: model restarting and model ensemble, which can be easily plug-and-play into our training algorithms and further improve the performance.

PRIVACY PRESERVING DEEP LEARNING