Shengwei An

Better Trigger Inversion Optimization in Backdoor Scanning

Guanhong Tao, Guangyu Shen, Yingqi Liu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 48 citations

Computing, Computer Engineering, Computer Science +9

Piccolo: Exposing Complex Backdoors in NLP Transformer Models

Yingqi Liu, Guangyu Shen, Guanhong Tao et al. · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 47 citations

Computing, Computer Science, Cybersecurity +15

MIRROR: Model Inversion for Deep Learning Network with High Fidelity

Shengwei An, Guanhong Tao, Qiuling Xu et al. · 2022 · 43 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security

Guanhong Tao, Yingqi Liu, Guangyu Shen et al. · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 37 citations

Computing, Computer Science, Cybersecurity +16

Backdoor Scanning for Deep Neural Networks through K-Arm Optimization

Guangyu Shen, Yingqi Liu, Guanhong Tao et al. · arXiv (Cornell University) · 2021 · 29 citations · Full text

Computing, Computer Science, Cybersecurity +17