Defense Against the Dark Arts: An overview of adversarial example security research and future research directions

TOP Literature Database Defense Against the Dark Arts: An overview of adversarial example security research and future research directions

arxiv

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Source

https://arxiv.org/abs/1806.04169

PDF

https://arxiv.org/pdf/1806.04169

Paper Information

Author: Ian Goodfellow
Published: 6-12-2018
Affiliation
Country
Conference

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Certified Robustness Adversarial Training Adversarial Example

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Abstract

This article presents a summary of a keynote lecture at the Deep Learning Security workshop at IEEE Security and Privacy 2018. This lecture summarizes the state of the art in defenses against adversarial examples and provides recommendations for future research directions on this topic.

External Datasets

MNIST