Towards Robust Neural Networks via Random Self-ensemble

Author:

Liu Xuanqing,Cheng Minhao,Zhang Huan,Hsieh Cho-Jui

Publisher

Springer International Publishing

Reference40 articles.

1. Athalye, A., Carlini, N.: On the robustness of the CVPR 2018 white-box adversarial example defenses. arXiv preprint arXiv:1804.03286 (2018)

2. Athalye, A., Carlini, N., Wagner, D.: Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples. In: 35th International Conference on Machine Learning (ICML) (2018)

3. Buckman, J., Roy, A., Raffel, C., Goodfellow, I.: Thermometer encoding: one hot way to resist adversarial examples. In: International Conference on Learning Representations (2018). https://openreview.net/forum?id=S18Su-CW

4. Carlini, N., Wagner, D.: Adversarial examples are not easily detected: bypassing ten detection methods. In: Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security, AISec 2017, pp. 3–14. ACM, New York (2017). https://doi.org/10.1145/3128572.3140444 , http://doi.acm.org/10.1145/3128572.3140444

5. Carlini, N., Wagner, D.: Towards evaluating the robustness of neural networks. In: 2017 IEEE Symposium on Security and Privacy (SP), pp. 39–57. IEEE (2017)

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