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| From | rami18 <coco@coco.com> |
| Newsgroups | comp.programming.threads |
| Subject | Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks |
| Date | Wed, 26 Jul 2017 14:39:58 -0400 |
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Hello... Read this: Adversarial perturbations are not "natural" images. They are regular and just don't occur in nature. This is possibly the most important unexplained aspect of neural networks and machine learning and it is being studied as a security or safety problem. What is some evil person misleads a machine intelligence? What if a self driving car is made to crash because an adversarial signal is injected into the video feed? Here is an interesting paper about it: Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks https://arxiv.org/pdf/1511.04508.pdf Thank you, Amine Moulay Ramdane,
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Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks rami18 <coco@coco.com> - 2017-07-26 14:39 -0400
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