Understanding adversarial robustness via critical attacking route

DOI10.1016/J.INS.2020.08.043zbMath1475.68317OpenAlexW3082949018MaRDI QIDQ2056311

Xiaofei Xie, Chongzhi Zhang, Yitao Xu, Aishan Liu, Tianlin Li, Xiang-Long Liu

Publication date: 2 December 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.08.043

zbMATH Keywords

adversarial robustnesscritical attacking routemodel interpretation

Mathematics Subject Classification ID

Social networks; opinion dynamics (91D30) Artificial neural networks and deep learning (68T07) Robustness and adaptive procedures (parametric inference) (62F35)

Uses Software

• ImageNet
• Grad-CAM
• AlexNet
• MagNet

Cites Work

• MagNet

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