Tianyu Du

FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique

Shouling Ji, Jinyin Chen, Haibin Zheng, 2021, Comput. Secur..

Cert-RNN: Towards Certifying the Robustness of Recurrent Neural Networks

Chengfang Fang, Shouling Ji, Raheem Beyah, 2021, CCS.

Enhancing Model Robustness by Incorporating Adversarial Knowledge into Semantic Representation

Jinfeng Li, Shouling Ji, Hui Xue, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification pdf

Shouling Ji, Haibin Zheng, Zhiqing Chen, 2021, 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE).