Jinyin Chen

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 144

Top Venues

CoRR

IEEE Trans. Comput. Soc. Syst.

Comput. Secur.

计算机科学

Publications

Haibin Zheng, Minying Ma, Haonan Ma, Jinyin Chen, Haiyang Xiong, Zhijun Yang
TEGDetector: A Phishing Detector That Knows Evolving Transaction Behaviors. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Jinyin Chen, Xiaoming Zhao, Haibin Zheng, Xiao Li, Sheng Xiang, Haifeng Guo
Robust Knowledge Distillation Based on Feature Variance Against Backdoored Teacher Model. CoRR (2024)
Jinyin Chen, Haiyang Xiong, Haibin Zheng, Jian Zhang, Yi Liu
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Haibin Zheng, Haiyang Xiong, Jinyin Chen, Haonan Ma, Guohan Huang
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng, Shilian Zheng, Xiaoniu Yang, Xing Yang
AdvCheck: Characterizing adversarial examples via local gradient checking. Comput. Secur. 136 (2024)
Jinyin Chen, Chengyu Jia, Yunjie Yan, Jie Ge, Haibin Zheng, Yao Cheng
A Miss Is as Good as A Mile: Metamorphic Testing for Deep Learning Operators. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Jinyin Chen, Xiaoming Zhao, Haibin Zheng, Xiao Li, Sheng Xiang, Haifeng Guo
Robust knowledge distillation based on feature variance against backdoored teacher model. Appl. Soft Comput. 163 (2024)
Haibo Jin, Ruoxi Chen, Andy Zhou, Jinyin Chen, Yang Zhang, Haohan Wang
GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models. CoRR (2024)
Jinyin Chen, Mingjun Li, Tao Liu, Haibin Zheng, Hang Du, Yao Cheng
Rethinking the defense against free-rider attack from the perspective of model weight evolving frequency. Inf. Sci. 668 (2024)
Jinyin Chen, Minying Ma, Haonan Ma, Haibin Zheng, Jian Zhang
An Empirical Evaluation of the Data Leakage in Federated Graph Learning. IEEE Trans. Netw. Sci. Eng. 11 (2) (2024)
Haibin Zheng, Haiyang Xiong, Haonan Ma, Guohan Huang, Jinyin Chen
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Jinyin Chen, Zhiqi Cao, Ruoxi Chen, Haibin Zheng, Xiao Li, Qi Xuan, Xing Yang
Like teacher, like pupil: Transferring backdoors via feature-based knowledge distillation. Comput. Secur. 146 (2024)
Jinyin Chen, Guohan Huang, Haibin Zheng, Hang Du, Jian Zhang
Robust explanations for graph neural network with neuron explanation component. Inf. Sci. 654 (2024)
Jinyin Chen, Danxin Liao, Shilian Zheng, Linhui Ye, Chenyu Jia, Haibin Zheng, Sheng Xiang
RobustRMC: Robustness Interpretable Deep Neural Network for Radio Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 10 (4) (2024)
Shuang Gao, Yun Dai, Yongchao Xu, Jinyin Chen, Yi Liu
Generative adversarial network-assisted image classification for imbalanced tire X-ray defect detection. Trans. Inst. Meas. Control 45 (8) (2023)
Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji
Edge Deep Learning Model Protection via Neuron Authorization. CoRR (2023)
Ruoxi Chen, Haibo Jin, Jinyin Chen, Lichao Sun
EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models. CoRR (2023)
Haibin Zheng, Xiaohao Li, Jinyin Chen, Jianfeng Dong, Yan Zhang, Changting Lin
One4All: Manipulate one agent to poison the cooperative multi-agent reinforcement learning. Comput. Secur. 124 (2023)
Haibin Zheng, Jinyin Chen, Haibo Jin
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space. CoRR (2023)
Shanqing Yu, Yongqi Wang, Jiaxiang Li, Xu Fang, Jinyin Chen, Ziwan Zheng, Chenbo Fu
An Improved Differential Evolution Framework Using Network Topology Information for Critical Nodes Detection. IEEE Trans. Comput. Soc. Syst. 10 (2) (2023)
Haibin Zheng, Jinyin Chen, Haibo Jin
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space. ASE (2023)
Jinyin Chen, Mingjun Li, Mingjun Li, Haibin Zheng
FedRight: An Effective Model Copyright Protection for Federated Learning. CoRR (2023)
Jinyin Chen, Haiyang Xiong, Haibin Zheng, Dunjie Zhang, Jian Zhang, Mingwei Jia, Yi Liu
: Enhanced graph classification with easy graph compression. Inf. Sci. 629 (2023)
Haonan Ma, Can Wang, Yunwei Zhao, Luhua Wang, Xiulian Cao, Jinyin Chen, Han Han, Meichen Liu
An in-depth analysis of robustness and accuracy of recommendation systems. ICDM (Workshops) (2023)
Haibin Zheng, Tao Liu, Rongchang Li, Jinyin Chen
PoE: Poisoning Enhancement Through Label Smoothing in Federated Learning. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Haibo Jin, Ruoxi Chen, Haibin Zheng, Jinyin Chen, Yao Cheng, Yue Yu, Tieming Chen, Xianglong Liu
Excitement surfeited turns to errors: Deep learning testing framework based on excitable neurons. Inf. Sci. 637 (2023)
Jinyin Chen, Guohan Huang, Haibin Zheng, Shanqing Yu, Wenrong Jiang, Chen Cui
Graph-Fraudster: Adversarial Attacks on Graph Neural Network-Based Vertical Federated Learning. IEEE Trans. Comput. Soc. Syst. 10 (2) (2023)
Jinyin Chen, Mingjun Li, Yao Cheng, Haibin Zheng
FedRight: An effective model copyright protection for federated learning. Comput. Secur. 135 (2023)
Jinyin Chen, Xueke Wang, Yan Zhang, Haibin Zheng, Shanqing Yu, Liang Bao
Agent manipulator: Stealthy strategy attacks on deep reinforcement learning. Appl. Intell. 53 (10) (2023)
Jinyin Chen, Jian Zhang, Zhi Chen, Min Du, Qi Xuan
Time-Aware Gradient Attack on Dynamic Network Link Prediction. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng
AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking. CoRR (2023)
Jinyin Chen, Guohan Huang, Haibin Zheng, Dunjie Zhang, Xiang Lin
Graphfool: Targeted Label Adversarial Attack on Graph Embedding. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Jinyin Chen, Jie Ge, Shilian Zheng, Linhui Ye, Haibin Zheng, Weiguo Shen, Keqiang Yue, Xiaoniu Yang
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery. CoRR (2023)
Haibin Zheng, Jinyin Chen, Wenchang Shangguan, Zhaoyan Ming, Xing Yang, Zhijun Yang
GONE: A generic O(1) NoisE layer for protecting privacy of deep neural networks. Comput. Secur. 135 (2023)
Jinyin Chen, Chengyu Jia, Haibin Zheng, Ruoxi Chen, Chenbo Fu
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-Modal Fake News Detection. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Tao Liu, Mingjun Li, Haibin Zheng, Zhaoyan Ming, Jinyin Chen
Evil vs evil: using adversarial examples to against backdoor attack in federated learning. Multim. Syst. 29 (2) (2023)
Jinyin Chen, Xiaodong Xu, Lihong Chen, Zhongyuan Ruan, Zhaoyan Ming, Yi Liu
CTL-DIFF: Control Information Diffusion in Social Network by Structure Optimization. IEEE Trans. Comput. Soc. Syst. 10 (3) (2023)
Jinyin Chen, Shulong Hu, Haibin Zheng, Chang-you Xing, Guomin Zhang
GAIL-PT: An intelligent penetration testing framework with generative adversarial imitation learning. Comput. Secur. 126 (2023)
Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan
Improving robustness of language models from a geometry-aware perspective. CoRR (2022)
Jinyin Chen, Jie Ge, Haibin Zheng
ActGraph: Prioritization of Test Cases Based on Deep Neural Network Activation Graph. CoRR (2022)
Jinyin Chen, Tianle Yu, Changan Wu, Haibin Zheng, Wenhong Zhao, Ling Pang, Hu Li
Adversarial Attack Detection Based on Example Semantics and Model Activation Features. DSIT (2022)
Yao Lu, Wen Yang, Yunzhe Zhang, Zuohui Chen, Jinyin Chen, Qi Xuan, Zhen Wang, Xiaoniu Yang
Understanding the Dynamics of DNNs Using Graph Modularity. ECCV (12) (2022)
Chong Fu, Xuhong Zhang, Shouling Ji, Jinyin Chen, Jingzheng Wu, Shanqing Guo, Jun Zhou, Alex X. Liu, Ting Wang
Label Inference Attacks Against Vertical Federated Learning. USENIX Security Symposium (2022)
Haibo Jin, Ruoxi Chen, Haibin Zheng, Jinyin Chen, Zhenguang Liu, Qi Xuan, Yue Yu, Yao Cheng
DeepSensor: Deep Learning Testing Framework Based on Neuron Sensitivity. CoRR (2022)
Ruoxi Chen, Jinyin Chen, Haibin Zheng, Qi Xuan, Zhaoyan Ming, Wenrong Jiang, Chen Cui
Salient feature extractor for adversarial defense on deep neural networks. Inf. Sci. 600 (2022)
Jinyin Chen, Mingjun Li, Tao Liu, Haibin Zheng, Yao Cheng, Chang-Ting Lin
Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency. CoRR (2022)
Jinyin Chen, Dunjie Zhang, Zhaoyan Ming, Kejie Huang, Wenrong Jiang, Chen Cui
GraphAttacker: A General Multi-Task Graph Attack Framework. IEEE Trans. Netw. Sci. Eng. 9 (2) (2022)
Jinyin Chen, Xueke Wang, Xuanheng Xu
GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction. Appl. Intell. 52 (7) (2022)
Haibo Jin, Jinyin Chen, Haibin Zheng, Zhen Wang, Jun Xiao, Shanqing Yu, Zhaoyan Ming
ROBY: Evaluating the adversarial robustness of a deep model by its decision boundaries. Inf. Sci. 587 (2022)
Yunyi Xie, Jinyin Chen, Jian Zhang, Xincheng Shu, Qi Xuan
Time-Series Snapshot Network for Partner Recommendation: A Case Study on OSS. IEEE Trans. Comput. Soc. Syst. 9 (4) (2022)
Haibin Zheng, Jinyin Chen, Hang Du, Weipeng Zhu, Shouling Ji, Xuhong Zhang
GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Haibin Zheng, Haiyang Xiong, Haonan Ma, Guohan Huang, Jinyin Chen
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection. CoRR (2022)
Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. ICSE (2022)
Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan
Improving Robustness of Language Models from a Geometry-aware Perspective. ACL (Findings) (2022)
Haibin Zheng, Haiyang Xiong, Jinyin Chen, Haonan Ma, Guohan Huang
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs. CoRR (2022)
Xinyi Xie, Haibin Zheng, Hu Li, Ling Pang, Jinyin Chen
Attack and Defense Methods for Graph Vertical Federation Learning. CSSE (2022)
Jinyin Chen, Chengyu Jia, Haibin Zheng, Ruoxi Chen, Chenbo Fu
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection. CoRR (2022)
Jinyin Chen, Shulong Hu, Haibin Zheng, Chang-you Xing, Guomin Zhang
GAIL-PT: A Generic Intelligent Penetration Testing Framework with Generative Adversarial Imitation Learning. CoRR (2022)
Jinyin Chen, Yixian Chen, Lihong Chen, Minghao Zhao, Qi Xuan
Multiscale Evolutionary Perturbation Attack on Community Detection. IEEE Trans. Comput. Soc. Syst. 8 (1) (2021)
Jinyin Chen, Linhui Ye, Zhaoyan Ming
MASS: Multi-task Anthropomorphic Speech Synthesis Framework. CoRR (2021)
Jinyin Chen, Xiang Lin, Hui Xiong, Yangyang Wu, Haibin Zheng, Qi Xuan
Smoothing Adversarial Training for GNN. IEEE Trans. Comput. Soc. Syst. 8 (3) (2021)
Dunjie Zhang, Jinyin Chen
Blockchain Phishing Scam Detection via Multi-channel Graph Classification. CoRR (2021)
Jinyin Chen, Longyuan Zhang, Haibin Zheng, Xueke Wang, Zhaoyan Ming
DeepPoison: Feature Transfer Based Stealthy Poisoning Attack. CoRR (2021)
Jinyin Chen, Haiyang Xiong, Dunjie Zhang, Zhenguang Liu, Jiajing Wu
TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors. CoRR (2021)
Jinyin Chen, Yixian Chen, Haibin Zheng, Shijing Shen, Shanqing Yu, Dan Zhang, Qi Xuan
MGA: Momentum Gradient Attack on Network. IEEE Trans. Comput. Soc. Syst. 8 (1) (2021)
Guodong Jiang, Jingjing Zhang, Jinyin Chen, Haibin Zheng, Zhiqing Chen, Liang Bao
Unsupervised Face Recognition Algorithm based on Fast Density Clustering Algorithm. AISS (2021)
Jinyin Chen, Guohan Huang, Shanqing Yu, Wenrong Jiang, Chen Cui
Graph-Fraudster: Adversarial Attacks on Graph Neural Network Based Vertical Federated Learning. CoRR (2021)
Jinyin Chen, Xiang Lin, Dunjie Zhang, Wenrong Jiang, Guohan Huang, Hui Xiong, Yun Xiang
Graphfool: Targeted Label Adversarial Attack on Graph Embedding. CoRR (2021)
Jinyin Chen, Ruoxi Chen, Haibin Zheng, Zhaoyan Ming, Wenrong Jiang, Chen Cui
Salient Feature Extractor for Adversarial Defense on Deep Neural Networks. CoRR (2021)
Dunjie Zhang, Jinyin Chen, Xiaosong Lu
Blockchain Phishing Scam Detection via Multi-channel Graph Classification. BlockSys (2021)
Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng, Yue Yu, Shouling Ji
NIP: Neuron-level Inverse Perturbation Against Adversarial Attacks. CoRR (2021)
Jinyin Chen, Dunjie Zhang, Zhaoyan Ming, Mingwei Jia, Yi Liu
EGC2: Enhanced Graph Classification with Easy Graph Compression. CoRR (2021)
Jinyin Chen, Haibin Zheng, Wenchang Shangguan, Liangying Liu, Shouling Ji
ACT-Detector: Adaptive channel transformation-based light-weighted detector for adversarial attacks. Inf. Sci. 564 (2021)
Jinyin Chen, Hui Xiong, Haibin Zheng, Zhaoyan Ming, Yi Liu
Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images. IEEE Trans. Circuits Syst. II Express Briefs 68 (7) (2021)
Jinyin Chen, Xueke Wang, Mengmeng Su, Xiang Lin
A fast detector generation algorithm for negative selection. Appl. Intell. 51 (7) (2021)
Jinyin Chen, Linhui Ye, Zhaoyan Ming
MASS: Multi-task anthropomorphic speech synthesis framework. Comput. Speech Lang. 70 (2021)
Jinyin Chen, Dunjie Zhang, Zhaoyan Ming, Kejie Huang
GraphAttacker: A General Multi-Task GraphAttack Framework. CoRR (2021)
Liang Huang, You Zhang, Weijian Pan, Jinyin Chen, Li Ping Qian, Yuan Wu
Visualizing Deep Learning-Based Radio Modulation Classifier. IEEE Trans. Cogn. Commun. Netw. 7 (1) (2021)
Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. CoRR (2021)
Jinyin Chen, Longyuan Zhang, Haibin Zheng, Xueke Wang, Zhaoyan Ming
DeepPoison: Feature Transfer Based Stealthy Poisoning Attack for DNNs. IEEE Trans. Circuits Syst. II Express Briefs 68 (7) (2021)
Jinyin Chen, Haiyang Xiong, Haibin Zheng, Jian Zhang, Guodong Jiang, Yi Liu
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. CoRR (2021)
Haibo Jin, Ruoxi Chen, Jinyin Chen, Yao Cheng, Chong Fu, Ting Wang, Yue Yu, Zhaoyan Ming
CatchBackdoor: Backdoor Testing by Critical Trojan Neural Path Identification via Differential Fuzzing. CoRR (2021)
Jinyin Chen, Jian Zhang, Xuanheng Xu, Chenbo Fu, Dan Zhang, Qingpeng Zhang, Qi Xuan
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction. IEEE Trans. Syst. Man Cybern. Syst. 51 (6) (2021)
Jinyin Chen, Haibin Zheng, Hui Xiong, Ruoxi Chen, Tianyu Du, Zhen Hong, Shouling Ji
FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique. Comput. Secur. 104 (2021)
Jinyin Chen, Hui Cui, Shenghuan Miao, Changan Wu, Haibin Zheng, Shilian Zheng, Liang Huang, Qi Xuan
FEM: Feature extraction and mapping for radio modulation classification. Phys. Commun. 45 (2021)
Jinyin Chen, Dunjie Zhang, Xiang Lin
Adaptive Adversarial Attack on Graph Embedding via GAN. SocialSec (2020)
Jinyin Chen, Yangyang Wu, Chengyu Jia, Haibin Zheng, Guohan Huang
Customizable text generation via conditional text generative adversarial network. Neurocomputing 416 (2020)
Jinyin Chen, Shenghuan Miao, Haibin Zheng, Shilian Zheng
Feature Explainable Deep Classification for Signal Modulation Recognition. IECON (2020)
Jinyin Chen, Zhen Wang, Haibin Zheng, Jun Xiao, Zhaoyan Ming
ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries. CoRR (2020)
Jinyin Chen, Haibin Zheng, Ruoxi Chen, Hui Xiong
RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours. Comput. Secur. 96 (2020)
Liang Huang, You Zhang, Weijian Pan, Jinyin Chen, Li Ping Qian, Yuan Wu
Visualizing Deep Learning-based Radio Modulation Classifier. CoRR (2020)
Yun Xiang, Zhuangzhi Chen, Zuohui Chen, Zebin Fang, Haiyang Hao, Jinyin Chen, Yi Liu, Zhefu Wu, Qi Xuan, Xiaoniu Yang
Open DNN Box by Power Side-Channel Attack. IEEE Trans. Circuits Syst. (11) (2020)
Shanqing Yu, Jun Zheng, Jinyin Chen, Qi Xuan, Qingpeng Zhang
Unsupervised Euclidean Distance Attack on Network Embedding. DSC (2020)
Jinyin Chen, Keke Hu, Yue Yu, Zhuangzhi Chen, Qi Xuan, Yi Liu, Vladimir Filkov
Software visualization and deep transfer learning for effective software defect prediction. ICSE (2020)
Jinyin Chen, Xueke Wang, Yan Zhang, Haibin Zheng, Shouling Ji
Attention Mechanism Based Adversarial Attack Against Deep Reinforcement Learning. SpaCCS (2020)
Jinyin Chen, Yunyi Xie, Jian Zhang, Xincheng Shu, Qi Xuan
Time-Series Snapshot Network as A New Model for Role Recommendation in OSS. CoRR (2020)
Jian Zhang, Jun Zheng, Jinyin Chen, Qi Xuan
Hyper-Substructure Enhanced Link Predictor. CIKM (2020)
Jinyin Chen, Yixian Chen, Haibin Zheng, Shijing Shen, Shanqing Yu, Dan Zhang, Qi Xuan
MGA: Momentum Gradient Attack on Network. CoRR (2020)
Jinyin Chen, Keke Hu, Yitao Yang, Yi Liu, Qi Xuan
Collective transfer learning for defect prediction. Neurocomputing 416 (2020)
Jinyin Chen, Longyuan Zhang, Haibin Zheng, Qi Xuan
SPA: Stealthy Poisoning Attack. CIAT (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jinyin Chen