Chengfang Fang

Backdoor Pre-trained Models Can Transfer to All

Lujia Shen, Shouling Ji, Xuhong Zhang et al. · 2021 · 74 citations · Full text

Computing, Computer Science, Computational Linguistics +12

3DFed: Adaptive and Extensible Framework for Covert Backdoor Attack in Federated Learning

Haoyang Li, Qingqing Ye, Haibo Hu et al. · 2023 · 57 citations

Computing, Computer Science, Cybersecurity +14

PrivKVM*: Revisiting Key-Value Statistics Estimation With Local Differential Privacy

Qingqing Ye, Haibo Hu, Xiaofeng Meng et al. · IEEE Transactions on Dependable and Secure Computing · 2021 · 51 citations · Full text

Computing, Computer Science, Cybersecurity +15

Protecting Decision Boundary of Machine Learning Model With Differentially Private Perturbation

Huadi Zheng, Qingqing Ye, Haibo Hu et al. · IEEE Transactions on Dependable and Secure Computing · 2020 · 38 citations · Full text

Computing, Computer Science, Cybersecurity +13

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

Tianyu Du, Shouling Ji, Lujia Shen et al. · 2021 · 26 citations

Computing, Computer Science, Artificial Intelligence +11