Generalized Grad-CAM attacking method based on adversarial patch

Generalized Grad-CAM attacking method based on adversarial patch

To verify the fragility of the Grad-CAM, a Grad-CAM attack method based on adversarial patch was proposed.By adding a constraint to the Grad-CAM in the classification loss function, an adversarial patch could be optimized and the adversarial image could be synthesized.The adversarial image guided th...

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Bibliographic Details
Main Authors: Nianwen SI, Wenlin ZHANG, Dan QU, Heyu CHANG, Shengxiang LI, Tong NIU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2021-03-01
Series:Tongxin xuebao
Subjects:
convolutional neural network
interpretability
adversarial patch
class activation map
saliency map
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021025/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021025/

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