Publications

A selected list of my publications. google scholar | orcid

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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}

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}

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}