NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. - Haibin Zheng; Zhiqing Chen; Tianyu Du; Xuhong Zhang 002; Yao Cheng 002; Shouling Ji; Jingyi Wang 004; Yue Yu 001; Jinyin Chen (ICSE, 2022)

DeepSensor: Deep Learning Testing Framework Based on Neuron Sensitivity. - Haibo Jin; Ruoxi Chen; Haibin Zheng; Jinyin Chen; Zhenguang Liu; Qi Xuan 001; Yue Yu 001; Yao Cheng 002 (CoRR, 2022)

Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency. - Jinyin Chen; Mingjun Li; Tao Liu 040; Haibin Zheng; Yao Cheng 002; Chang-Ting Lin (CoRR, 2022)

DeepMnemonic: Password Mnemonic Generation via Deep Attentive Encoder-Decoder Model. - Yao Cheng 002; Chang Xu 019; Zhen Hai; Yingjiu Li (IEEE Trans. Dependable Secur. Comput., 2022)

Edge Deep Learning Model Protection via Neuron Authorization. - Jinyin Chen; Haibin Zheng; Tao Liu 040; Rongchang Li 003; Yao Cheng 002; Xuhong Zhang 002; Shouling Ji (CoRR, 2023)

Excitement surfeited turns to errors: Deep learning testing framework based on excitable neurons. - Haibo Jin; Ruoxi Chen; Haibin Zheng; Jinyin Chen; Yao Cheng 002; Yue Yu 001; Tieming Chen; Xianglong Liu 001 (Inf. Sci., 2023)

FedRight: An effective model copyright protection for federated learning. - Jinyin Chen; Mingjun Li; Yao Cheng 002; Haibin Zheng (Comput. Secur., 2023)

Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning. - Jinyin Chen; Wenbo Mu; Luxin Zhang; Guohan Huang; Haibin Zheng; Yao Cheng 002 (CoRR, 2024)

Rethinking the defense against free-rider attack from the perspective of model weight evolving frequency. - Jinyin Chen; Mingjun Li; Tao Liu 040; Haibin Zheng; Hang Du; Yao Cheng 002 (Inf. Sci., 2024)

A Miss Is as Good as A Mile: Metamorphic Testing for Deep Learning Operators. - Jinyin Chen; Chengyu Jia; Yunjie Yan; Jie Ge; Haibin Zheng; Yao Cheng 002 (Proc. ACM Softw. Eng., 2024)

EdgePro: Edge Deep Learning Model Protection via Neuron Authorization. - Jinyin Chen; Haibin Zheng; Tao Liu 040; Jiawei Liu; Yao Cheng 002; Xuhong Zhang 002; Shouling Ji (IEEE Trans. Dependable Secur. Comput., 2024)

Backdoor Online Tracing With Evolving Graphs. - Chengyu Jia; Jinyin Chen; Shouling Ji; Yao Cheng 002; Haibin Zheng; Qi Xuan 001 (IEEE Trans. Inf. Forensics Secur., 2024)

DP-Poison: Poisoning Federated Learning under the Cover of Differential Privacy. - Haibin Zheng; Jinyin Chen; Tao Liu 040; Yao Cheng 002; Zhao Wang; Yun Wang; Lan Gao 003; Shouling Ji; Xuhong Zhang 002 (ACM Trans. Priv. Secur., 2025)