Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency

Author:

Li Shasha,Zhu Shitong,Paul Sudipta,Roy-Chowdhury Amit,Song Chengyu,Krishnamurthy Srikanth,Swami Ananthram,Chan Kevin S.

Publisher

Springer International Publishing

Reference49 articles.

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4. Barnea, E., Ben-Shahar, O.: Exploring the bounds of the utility of context for object detection. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 7412–7420 (2019)

5. 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, pp. 3–14 (2017)

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