2022
OPUPO: Defending Against Membership Inference Attacks With Order-Preserving and Utility-Preserving Obfuscation
Yaru Liu, Hongcheng Li (Co-First Author), Gang Huang, Wei Hua.
IEEE Transactions on Dependable and Secure Computing [PDF]
2021
Detecting Adversarial Image Examples in Deep Neural Networks with Adaptive Noise Reduction
Bin Liang (Supervisor), Hongcheng Li (Corresponding Author), Miaoqiang Su, Xirong Li, Wenchang Shi, Xiaofeng Wang.
IEEE Transactions on Dependable and Secure Computing [PDF]
Privacy protection method and system for resisting member reasoning attacks based on vector confusion
Hongcheng Li, Wei Hua.
Privacy protection quantitative evaluation method and system in multi-party data collaboration scene
Chongning Na, Hongcheng Li, Tingting Xu, Hao Xu.
2020
Identifying parasitic malware as outliers by code clustering
Hongcheng Li, Jianjun Huang, Bin Liang, Wenchang Shi, Yifang Wu, Shilei Bai.
Journal of Computer Security [PDF]
Deep neural network image adversarial sample detection method and system
Bin Liang, Hongcheng Li.
2018
Deep Text Classification Can be Fooled
Bin Liang (Supervisor), Hongcheng Li, Miaoqiang Su, Pan Bian, Xirong Li, Wenchang Shi.
In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI-18} [PDF]