Towards Robust Neural Networks via Random Self-ensemble

ECCV 2018 Xuanqing LiuMinhao ChengHuan ZhangCho-Jui Hsieh

Recent studies have revealed the vulnerability of deep neural networks: A small adversarial perturbation that is imperceptible to human can easily make a well-trained deep neural network misclassify. This makes it unsafe to apply neural networks in security-critical applications... (read more)

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