Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks

Author:

Abbasi Mahdieh,Rajabi Arezoo,Gagné Christian,Bobba Rakesh B.

Publisher

Springer International Publishing

Reference27 articles.

1. Guo, C., Pleiss, G., Sun, Y., Weinberger, K.Q.: On calibration of modern neural networks. In: Proceedings of the 34th International Conference on Machine Learning-Volume 70, JMLR. org (2017), pp. 1321–1330 (2017)

2. Eykholt, K., et al.: Robust physical-world attacks on deep learning models. arXiv preprint arXiv:1707.08945 (2017)

3. Madry, A., Makelov, A., Schmidt, L., Tsipras, D., Vladu, A.: Towards deep learning models resistant to adversarial attacks. arXiv preprint arXiv:1706.06083 (2017)

4. Metzen, J.H., Genewein, T., Fischer, V., Bischoff, B.: On detecting adversarial perturbations. In: Proceedings of the 5th International Conference on Learning Representations (ICLR) (2017)

5. Goodfellow, I.J., Shlens, J., Szegedy, C.: Explaining and harnessing adversarial examples. arXiv preprint arXiv:1412.6572 (2014)

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