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Research on attack-agnostic defenses of Deep Neural Networks

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Spartan Networks

Author : François Menet

Done with : Polytechnique Montréal, Myelin NeuroWorks


What are Spartan Networks ?

Spartan Networks are networks that trade off precision for robustness


What is the goal of this code ?

This is a somewhat badly written code to prove the existence of a robustness mechanism when gradients are suppressed within a Network.

For more information on this, see the related arxiv paper: https://arxiv.org/abs/1812.06815


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Research on attack-agnostic defenses of Deep Neural Networks

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