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Enhancing the Robustness of Deep Neural Networks by Boundary Conditional GAN

By Ke Sun and others
Deep neural networks have been widely deployed in various machine learning tasks. However, recent works have demonstrated that they are vulnerable to adversarial examples: carefully crafted small perturbations to cause misclassification by the network. In this work, we propose a novel defense mechanism called Boundary Conditional GAN to enhance the... Show more
February 28, 2019
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Enhancing the Robustness of Deep Neural Networks by Boundary Conditional GAN
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