Guanhong Tao

Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples
Guanhong Tao, Shiqing Ma, Yingqi Liu, Xiangyu Zhang
Proceedings of Thirty-second Conference on Neural Information Processing Systems (NeurIPS 2018 Spotlight)

TRADER: Trace Divergence Analysis and Embedding Regulation for Debugging Recurrent Neural Networks
Guanhong Tao, Shiqing Ma, Yingqi Liu, Qiuling Xu, Xiangyu Zhang
Proceedings of the 42nd International Conference on Software Engineering (ICSE 2020)

Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security
Guanhong Tao, Yingqi Liu, Guangyu Shen, Qiuling Xu, Shengwei An, Zhuo Zhang, Xiangyu Zhang
Proceedings of the 43rd IEEE Symposiums on Security and Privacy (S&P 2022)

Better Trigger Inversion Optimization in Backdoor Scanning
Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu, Shiqing Ma, Pan Li, Xiangyu Zhang
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022 (CVPR 2022 Oral)

RULER: Discriminative and Iterative Adversarial Training for Deep Neural Network Fairness
Guanhong Tao, Weisong Sun, Tingxu Han, Chunrong Fang, Xiangyu Zhang
Proceedings of the 2022 ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2022)