CANARY: An Adversarial Robustness Evaluation Platform for Deep Learning Models on Image Classification

The vulnerability of deep-learning-based image classification models to erroneous conclusions in the presence of small perturbations crafted by attackers has prompted attention to the question of the models’ robustness level. However, the question of how to comprehensively and fairly measure the adv...

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Bibliographic Details
Main Authors: Jiazheng Sun, Li Chen, Chenxiao Xia, Da Zhang, Rong Huang, Zhi Qiu, Wenqi Xiong, Jun Zheng, Yu-An Tan
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/17/3665