no code implementations • 27 Feb 2024 • Bo Yang, Hengwei Zhang, Jindong Wang, Yulong Yang, Chenhao Lin, Chao Shen, Zhengyu Zhao
Transferable adversarial examples cause practical security risks since they can mislead a target model without knowing its internal knowledge.
no code implementations • 7 Feb 2021 • Bo Yang, Hengwei Zhang, Yuchen Zhang, Kaiyong Xu, Jindong Wang
ABI-FGM and CIM can be readily integrated to build a strong gradient-based attack to further boost the success rates of adversarial examples for black-box attacks.
1 code implementation • 12 Jan 2021 • Bo Yang, Kaiyong Xu, Hengjun Wang, Hengwei Zhang
Before deep neural networks are deployed, adversarial attacks can thus be an important method to evaluate and select robust models in safety-critical applications.
no code implementations • 1 Dec 2020 • Heng Yin, Hengwei Zhang, Jindong Wang, Ruiyu Dou
However, the success rate of adversarial attacks can be further improved in black-box environments.