Autonomous Driving Model Defense Study on Hijacking Adversarial Attack

Author:

Shibly Kabid Hassan,Hossain Md. Delwar,Inoue Hiroyuki,Taenaka Yuzo,Kadobayashi Youki

Publisher

Springer Nature Switzerland

Reference16 articles.

1. Bojarski, M., et al.: End to end learning for self-driving cars, 140. arXiv preprint arXiv:1604.07316 (2016)

2. Papernot, N., McDaniel, P., Wu, X., Jha, S., Swami, A.: Distillation as a defense to adversarial perturbations against deep neural networks. In: 2016 IEEE Symposium on Security and Privacy (SP), pp. 582–597 (2016)

3. Tramèr, F., Kurakin, A., Papernot, N., Goodfellow, I., Boneh, D., McDaniel, P.: Ensemble adversarial training: attacks and defenses. arXiv preprint arXiv:1705.07204 (2017)

4. Guo, C., Rana, M., Cisse, M., Van Der Maaten, L.: Countering adversarial images using input transformations. arXiv preprint arXiv:1711.00117 (2017)

5. Song, Y., Kim, T., Nowozin, S., Ermon, S., Kushman, N.: PixelDefend: leveraging generative models to understand and defend against adversarial examples. arXiv preprint arXiv:1710.10766 (2017)

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