Publications
A selected list of my publications.
AAAI-24
*Towards transferable adversarial attacks with centralized perturbation
Shangbo Wu*, Yu-an Tan, Yajie Wang, Ruinan Ma, Wencong Ma, Yuanzhang Li^
A transferable adversarial attack via dynamic, fine-grained centralization of perturbation on dominating frequency coefficients.
Proceedings of the AAAI Conference on Artificial Intelligence, March 2024
Journal
Toward feature space adversarial attack in the frequency domain
Yajie Wang*, Yu-an Tan, Haoran Lyu, Shangbo Wu, Yuhang Zhao, Yuanzhang Li^
Attacking in the feature space via spectral transformation.
International Journal of Intelligent Systems, Aug 2022
IJCAI-21
*Demiguise attack: Crafting invisible semantic adversarial perturbations with perceptual similarity
Yajie Wang*, Shangbo Wu*, Wenyi Jiang, Shengang Hao, Yu-an Tan, Quanxin Zhang^
Leveraging perceptual similarity to craft adversarial perturbation that is invisible to humans.
International Joint Conference on Artificial Intelligence, July 2021