Multi-robot Path Planning Based on Cooperative Co-evolution and Adaptive CGA. - Dongyong Yang; Jinyin Chen; Naofumi Matsumoto; Yuzo Yamane (IAT, 2006)

Self-Adaptive Crossover Particle Swarm Optimizer for Multi-dimension Functions Optimization. - Dongyong Yang; Jinyin Chen; Naofumi Matsumoto (ICNC (4), 2007)

Particle Swarm Optimization with Adaptive Parameters. - Dongyong Yang; Jinyin Chen; Naofumi Matsumoto (SNPD (1), 2007)

Intrusion Detection System Platform Based on Light-Weighted Hybrid Artificial Immune Algorithms. - Jinyin Chen; Dongyong Yang (ICNC (4), 2009)

Constrained handling in multi-objective optimization based on Quantum-behaved particle swarm optimization. - Jinyin Chen; Dongyong Yang (ICNC, 2010)

T-Cell detector maturation algorithm based on cooperative co-evolution GA. - Jinyin Chen; Dongyong Yang; Zhilin Feng (ICNC, 2011)

A fast density-based data stream clustering algorithm with cluster centers self-determined for mixed data. - Jin-Yin Chen; Hui-Hao He (Inf. Sci., 2016)

A novel cluster center fast determination clustering algorithm. - Jinyin Chen; Xiang Lin; Haibing Zheng; Xintong Bao (Appl. Soft Comput., 2017)

Improving the robustness of GNP-PCA using the multiagent system. - Shanqing Yu; Deng Zhang; Shingo Mabu; Jinyin Chen; Kotaro Hirasawa (Appl. Soft Comput., 2017)

An Efficient Classification Algorithm Based on T-Cells Maturation with No Parameters. - Jungan Chen; Jinyin Chen; Dongyong Yang (Int. J. Comput. Intell. Appl., 2017)

基于EB-RRT*的无人机航迹规划算法研究 (UAV Navigation Algorithm Research Based on EB-RRT*). - Jinyin Chen; Yuwei Li; Wenyao Du (计算机科学, 2017)

基于MB-RRT*的无人机航迹规划算法研究 (MB-RRT* Based Navigation Planning Algorithm for UAV). - Jinyin Chen; Jin Shi; Wenyao Du; Yangyang Wu (计算机科学, 2017)

DOE-AND-SCA: A Novel SCA Based on DNN With Optimal Eigenvectors and Automatic Cluster Number Determination. - Jinyin Chen; Yangyang Wu; Xiang Lin; Qi Xuan 001 (IEEE Access, 2018)

Fast Gradient Attack on Network Embedding. - Jinyin Chen; Yangyang Wu; Xuanheng Xu; Yixian Chen; Haibin Zheng; Qi Xuan 001 (CoRR, 2018)

Link Prediction Adversarial Attack. - Jinyin Chen; Ziqiang Shi; Yangyang Wu; Xuanheng Xu; Haibin Zheng (CoRR, 2018)

FineFool: Fine Object Contour Attack via Attention. - Jinyin Chen; Haibin Zheng; Hui Xiong 005; Mengmeng Su (CoRR, 2018)

GC-LSTM: Graph Convolution Embedded LSTM for Dynamic Link Prediction. - Jinyin Chen; Xuanheng Xu; Yangyang Wu; Haibin Zheng (CoRR, 2018)

A novel image segmentation method based on fast density clustering algorithm. - Jinyin Chen; Haibin Zheng; Xiang Lin; Yangyang Wu; Mengmeng Su (Eng. Appl. Artif. Intell., 2018)

基于在线学习行为分析的个性化学习推荐 (Personal Learning Recommendation Based on Online Learning Behavior Analysis). - Jinyin Chen; Hang Fang; Xiang Lin; Haibin Zheng; Dongyong Yang; Xiao Zhou (计算机科学, 2018)

基于MB-RRT*的无人机多点航迹规划算法研究 (Research on UAV Multi-point Navigation Algorithm Based on MB-RRT*). - Jinyin Chen; Keke Hu; Yuwei Li (计算机科学, 2018)

基于自适应免疫计算的网络攻击检测研究 (Research on Network Attack Detection Based on Self-adaptive Immune Computing). - Jinyin Chen; Xuanyan Xu; Mengmeng Su (计算机科学, 2018)

基于粒子群算法的支持向量机的参数优化 (Parameters Optimization for SVM Based on Particle Swarm Algorithm). - Jinyin Chen; Hui Xiong 005; Haibin Zheng (计算机科学, 2018)

Link Weight Prediction Using Supervised Learning Methods and Its Application to Yelp Layered Network. - Chenbo Fu; Minghao Zhao 002; Lu Fan; Xinyi Chen; Jinyin Chen; Zhefu Wu; Yongxiang Xia; Qi Xuan 001 (IEEE Trans. Knowl. Data Eng., 2018)

Invisible Poisoning: Highly Stealthy Targeted Poisoning Attack. - Jinyin Chen; Haibin Zheng; Mengmeng Su; Tianyu Du; Chang-Ting Lin; Shouling Ji (Inscrypt, 2019)

DGFE-VG: Dynamic Gene Feature Extraction via Visibility Graph. - Jinyin Chen; Zhen Wang 004; Haibin Zheng; Liangying Liu; Ziling Zhu; Shiyan Ying; Yitao Wei (ICMHI, 2019)

Out-of-store Object Detection Based on Deep Learning. - Jinyin Chen; Zhen Wang 004; Kai-hui Cheng; Haibin Zheng; An-tao Pan (ICMLC, 2019)

DAD-MCNN: DDoS Attack Detection via Multi-channel CNN. - Jinyin Chen; Yitao Yang; Keke Hu; Haibin Zheng; Zhen Wang 004 (ICMLC, 2019)

Multiview Transfer Learning for Software Defect Prediction. - Jinyin Chen; Yitao Yang; Keke Hu; Qi Xuan 001; Yi Liu 024; Chao Yang 019 (IEEE Access, 2019)

Robustness Analysis of Bipartite Task Assignment Networks: A Case Study in Hospital Logistics System. - Qi Xuan 001; Yewei Yu; Jinyin Chen; Zhongyuan Ruan; Zhong Fu; Zicong Lv (IEEE Access, 2019)

FGCH: a fast and grid based clustering algorithm for hybrid data stream. - Jinyin Chen; Xiang Lin; Qi Xuan 001; Yun Xiang (Appl. Intell., 2019)

DGEPN-GCEN2V: a new framework for mining GGI and its application in biomarker detection. - Jinyin Chen; Haibin Zheng; Hui Xiong 005; Yangyang Wu; Xiang Lin; Shiyan Ying; Qi Xuan 001 (Sci. China Inf. Sci., 2019)

POBA-GA: Perturbation optimized black-box adversarial attacks via genetic algorithm. - Jinyin Chen; Mengmeng Su; Shijing Shen; Hui Xiong 005; Haibin Zheng (Comput. Secur., 2019)

E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction. - Jinyin Chen; Jian Zhang 023; Xuanheng Xu; Chengbo Fu; Dan Zhang 001; Qingpeng Zhang; Qi Xuan 001 (CoRR, 2019)

Can Adversarial Network Attack be Defended? - Jinyin Chen; Yangyang Wu; Xiang Lin; Qi Xuan 001 (CoRR, 2019)

Unsupervised Euclidean Distance Attack on Network Embedding. - Qi Xuan 001; Jun Zheng; Lihong Chen; Shanqing Yu; Jinyin Chen; Dan Zhang 001; Qingpeng Zhang (CoRR, 2019)

基于双循环图的虚假评论检测算法 (Double Cycle Graph Based Fraud Review Detection Algorithm). - Jinyin Chen; Guohan Huang; Yangyang Wu; Chengyu Jia (计算机科学, 2019)

基于深度学习的智能教学系统的设计与研究 (Design and Research on Intelligent Teaching System Based on Deep Learning). - Jinyin Chen; Zhen Wang 004; Jinyu Chen; Zhiqing Chen; Haibin Zhen (计算机科学, 2019)

GA-Based Q-Attack on Community Detection. - Jinyin Chen; Lihong Chen; Yixian Chen; Minghao Zhao 002; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Comput. Soc. Syst., 2019)

N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network. - Jinyin Chen; Yangyang Wu; Lu Fan; Xiang Lin; Haibin Zheng; Shanqing Yu; Qi Xuan 001 (IEEE Trans. Comput. Soc. Syst., 2019)

PSO-ANE: Adaptive Network Embedding With Particle Swarm Optimization. - Jinyin Chen; Yangyang Wu; Xuanheng Xu; Haibin Zheng; Zhongyuan Ruan; Qi Xuan 001 (IEEE Trans. Comput. Soc. Syst., 2019)

Adversarial Detection on Graph Structured Data. - Jinyin Chen; Huiling Xu; Jinhuan Wang; Qi Xuan 001; Xuhong Zhang 002 (PPMLP@CCS, 2020)

SPA: Stealthy Poisoning Attack. - Jinyin Chen; Longyuan Zhang; Haibin Zheng; Qi Xuan 001 (CIAT, 2020)

Hyper-Substructure Enhanced Link Predictor. - Jian Zhang 023; Jun Zheng; Jinyin Chen; Qi Xuan 001 (CIKM, 2020)

DAS-AST: Defending Against Model Stealing Attacks Based on Adaptive Softmax Transformation. - Jinyin Chen; Changan Wu; Shijing Shen; Xuhong Zhang 002; Jianhao Chen (Inscrypt, 2020)

Unsupervised Euclidean Distance Attack on Network Embedding. - Shanqing Yu; Jun Zheng; Jinyin Chen; Qi Xuan 001; Qingpeng Zhang (DSC, 2020)

Software visualization and deep transfer learning for effective software defect prediction. - Jinyin Chen; Keke Hu; Yue Yu 001; Zhuangzhi Chen; Qi Xuan 001; Yi Liu 024; Vladimir Filkov (ICSE, 2020)

Feature Explainable Deep Classification for Signal Modulation Recognition. - Jinyin Chen; Shenghuan Miao; Haibin Zheng; Shilian Zheng (IECON, 2020)

Adaptive Adversarial Attack on Graph Embedding via GAN. - Jinyin Chen; Dunjie Zhang; Xiang Lin (SocialSec, 2020)

Attention Mechanism Based Adversarial Attack Against Deep Reinforcement Learning. - Jinyin Chen; Xueke Wang; Yan Zhang; Haibin Zheng; Shouling Ji (SpaCCS, 2020)

RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours. - Jinyin Chen; Haibin Zheng; Ruoxi Chen; Hui Xiong 005 (Comput. Secur., 2020)

Time-Series Snapshot Network as A New Model for Role Recommendation in OSS. - Jinyin Chen; Yunyi Xie; Jian Zhang 023; Xincheng Shu; Qi Xuan 001 (CoRR, 2020)

ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries. - Jinyin Chen; Zhen Wang 004; Haibin Zheng; Jun Xiao 001; Zhaoyan Ming (CoRR, 2020)

A novel radius adaptive based on center-optimized hybrid detector generation algorithm. - Jinyin Chen (IEEE CAA J. Autom. Sinica, 2020)

A novel clustering algorithm based on the deviation factor model. - Jungan Chen; Jinyin Chen; Dongyong Yang (Int. J. Comput. Sci. Eng., 2020)

Collective transfer learning for defect prediction. - Jinyin Chen; Keke Hu; Yitao Yang; Yi Liu 024; Qi Xuan 001 (Neurocomputing, 2020)

Customizable text generation via conditional text generative adversarial network. - Jinyin Chen; Yangyang Wu; Chengyu Jia; Haibin Zheng; Guohan Huang (Neurocomputing, 2020)

MAG-GAN: Massive attack generator via GAN. - Jin-Yin Chen; Haibin Zheng; Hui Xiong 005; Shijing Shen; Mengmeng Su (Inf. Sci., 2020)

Open DNN Box by Power Side-Channel Attack. - Yun Xiang; Zhuangzhi Chen; Zuohui Chen; Zebin Fang; Haiyang Hao; Jinyin Chen; Yi Liu 024; Zhefu Wu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Circuits Syst., 2020)

Link Prediction Adversarial Attack Via Iterative Gradient Attack. - Jinyin Chen; Xiang Lin; Ziqiang Shi; Yi Liu 024 (IEEE Trans. Comput. Soc. Syst., 2020)

Unsupervised Face Recognition Algorithm based on Fast Density Clustering Algorithm. - Guodong Jiang; Jingjing Zhang; Jinyin Chen; Haibin Zheng; Zhiqing Chen; Liang Bao (AISS, 2021)

Blockchain Phishing Scam Detection via Multi-channel Graph Classification. - Dunjie Zhang; Jinyin Chen; Xiaosong Lu (BlockSys, 2021)

A fast detector generation algorithm for negative selection. - Jinyin Chen; Xueke Wang; Mengmeng Su; Xiang Lin (Appl. Intell., 2021)

FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique. - Jinyin Chen; Haibin Zheng; Hui Xiong 005; Ruoxi Chen; Tianyu Du; Zhen Hong; Shouling Ji (Comput. Secur., 2021)

DeepPoison: Feature Transfer Based Stealthy Poisoning Attack. - Jinyin Chen; Longyuan Zhang; Haibin Zheng; Xueke Wang; Zhaoyan Ming (CoRR, 2021)

GraphAttacker: A General Multi-Task GraphAttack Framework. - Jinyin Chen; Dunjie Zhang; Zhaoyan Ming; Kejie Huang (CoRR, 2021)

Graphfool: Targeted Label Adversarial Attack on Graph Embedding. - Jinyin Chen; Xiang Lin; Dunjie Zhang; Wenrong Jiang; Guohan Huang; Hui Xiong 005; Yun Xiang (CoRR, 2021)

Salient Feature Extractor for Adversarial Defense on Deep Neural Networks. - Jinyin Chen; Ruoxi Chen; Haibin Zheng; Zhaoyan Ming; Wenrong Jiang; Chen Cui (CoRR, 2021)

EGC2: Enhanced Graph Classification with Easy Graph Compression. - Jinyin Chen; Dunjie Zhang; Zhaoyan Ming; Mingwei Jia; Yi Liu 024 (CoRR, 2021)

Blockchain Phishing Scam Detection via Multi-channel Graph Classification. - Dunjie Zhang; Jinyin Chen (CoRR, 2021)

Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. - Jinyin Chen; Haiyang Xiong; Haibin Zheng; Jian Zhang 023; Guodong Jiang; Yi Liu 024 (CoRR, 2021)

Graph-Fraudster: Adversarial Attacks on Graph Neural Network Based Vertical Federated Learning. - Jinyin Chen; Guohan Huang; Shanqing Yu; Wenrong Jiang; Chen Cui (CoRR, 2021)

TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors. - Jinyin Chen; Haiyang Xiong; Dunjie Zhang; Zhenguang Liu; Jiajing Wu (CoRR, 2021)

MASS: Multi-task anthropomorphic speech synthesis framework. - Jinyin Chen; Linhui Ye; Zhaoyan Ming (Comput. Speech Lang., 2021)

ACT-Detector: Adaptive channel transformation-based light-weighted detector for adversarial attacks. - Jinyin Chen; Haibin Zheng; Wenchang Shangguan; Liangying Liu; Shouling Ji (Inf. Sci., 2021)

FEM: Feature extraction and mapping for radio modulation classification. - Jinyin Chen; Hui Cui; Shenghuan Miao; Changan Wu; Haibin Zheng; Shilian Zheng; Liang Huang 006; Qi Xuan 001 (Phys. Commun., 2021)

Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images. - Jinyin Chen; Hui Xiong 005; Haibin Zheng; Zhaoyan Ming; Yi Liu 024 (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

DeepPoison: Feature Transfer Based Stealthy Poisoning Attack for DNNs. - Jinyin Chen; Longyuan Zhang; Haibin Zheng; Xueke Wang; Zhaoyan Ming (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Visualizing Deep Learning-Based Radio Modulation Classifier. - Liang Huang 006; You Zhang 004; Weijian Pan; Jinyin Chen; Li Ping Qian 001; Yuan Wu 001 (IEEE Trans. Cogn. Commun. Netw., 2021)

Multiscale Evolutionary Perturbation Attack on Community Detection. - Jinyin Chen; Yixian Chen; Lihong Chen; Minghao Zhao 002; Qi Xuan 001 (IEEE Trans. Comput. Soc. Syst., 2021)

MGA: Momentum Gradient Attack on Network. - Jinyin Chen; Yixian Chen; Haibin Zheng; Shijing Shen; Shanqing Yu; Dan Zhang 001; Qi Xuan 001 (IEEE Trans. Comput. Soc. Syst., 2021)

Smoothing Adversarial Training for GNN. - Jinyin Chen; Xiang Lin; Hui Xiong 005; Yangyang Wu; Haibin Zheng; Qi Xuan 001 (IEEE Trans. Comput. Soc. Syst., 2021)

E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction. - Jinyin Chen; Jian Zhang 023; Xuanheng Xu; Chenbo Fu; Dan Zhang 001; Qingpeng Zhang; Qi Xuan 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Network Embedding Attack: An Euclidean Distance Based Method. - Shanqing Yu; Jun Zheng; Yongqi Wang; Jinyin Chen; Qi Xuan 001; Qingpeng Zhang (MDATA: A New Knowledge Representation Model, 2021)

Improving Robustness of Language Models from a Geometry-aware Perspective. - Bin Zhu 015; Zhaoquan Gu; Le Wang 008; Jinyin Chen; Qi Xuan 001 (ACL (Findings), 2022)

Attack and Defense Methods for Graph Vertical Federation Learning. - Xinyi Xie; Haibin Zheng; Hu Li; Ling Pang; Jinyin Chen (CSSE, 2022)

Adversarial Attack Detection Based on Example Semantics and Model Activation Features. - Jinyin Chen; Tianle Yu; Changan Wu; Haibin Zheng; Wenhong Zhao; Ling Pang; Hu Li (DSIT, 2022)

Understanding the Dynamics of DNNs Using Graph Modularity. - Yao Lu; Wen Yang; Yunzhe Zhang; Zuohui Chen; Jinyin Chen; Qi Xuan 001; Zhen Wang 004; Xiaoniu Yang (ECCV (12), 2022)

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

Label Inference Attacks Against Vertical Federated Learning. - Chong Fu 002; Xuhong Zhang 002; Shouling Ji; Jinyin Chen; Jingzheng Wu; Shanqing Guo; Jun Zhou 011; Alex X. Liu; Ting Wang 006 (USENIX Security Symposium, 2022)

GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction. - Jinyin Chen; Xueke Wang; Xuanheng Xu (Appl. Intell., 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 (CoRR, 2022)

GAIL-PT: A Generic Intelligent Penetration Testing Framework with Generative Adversarial Imitation Learning. - Jinyin Chen; Shulong Hu; Haibin Zheng; Chang-you Xing; Guomin Zhang (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; Chang-Ting Lin (CoRR, 2022)

Salient feature extractor for adversarial defense on deep neural networks. - Ruoxi Chen; Jinyin Chen; Haibin Zheng; Qi Xuan 001; Zhaoyan Ming; Wenrong Jiang; Chen Cui (Inf. Sci., 2022)

ROBY: Evaluating the adversarial robustness of a deep model by its decision boundaries. - Haibo Jin; Jinyin Chen; Haibin Zheng; Zhen Wang 004; Jun Xiao 001; Shanqing Yu; Zhaoyan Ming (Inf. Sci., 2022)

Time-Series Snapshot Network for Partner Recommendation: A Case Study on OSS. - Yunyi Xie; Jinyin Chen; Jian Zhang 023; Xincheng Shu; Qi Xuan 001 (IEEE Trans. Comput. Soc. Syst., 2022)

GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation. - Haibin Zheng; Jinyin Chen; Hang Du; Weipeng Zhu; Shouling Ji; Xuhong Zhang 002 (IEEE Trans. Dependable Secur. Comput., 2022)

GraphAttacker: A General Multi-Task Graph Attack Framework. - Jinyin Chen; Dunjie Zhang; Zhaoyan Ming; Kejie Huang; Wenrong Jiang; Chen Cui (IEEE Trans. Netw. Sci. Eng., 2022)

An in-depth analysis of robustness and accuracy of recommendation systems. - Haonan Ma; Can Wang 004; Yunwei Zhao; Luhua Wang; Xiulian Cao; Jinyin Chen; Han Han; Meichen Liu (ICDM (Workshops), 2023)

CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space. - Haibin Zheng; Jinyin Chen; Haibo Jin (ASE, 2023)

One4All: Manipulate one agent to poison the cooperative multi-agent reinforcement learning. - Haibin Zheng; Xiaohao Li; Jinyin Chen; Jianfeng Dong; Yan Zhang; Changting Lin (Comput. Secur., 2023)

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

AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking. - Ruoxi Chen; Haibo Jin; Jinyin Chen; Haibin Zheng (CoRR, 2023)

EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models. - Ruoxi Chen; Haibo Jin; Jinyin Chen; Lichao Sun 001 (CoRR, 2023)

CTL-DIFF: Control Information Diffusion in Social Network by Structure Optimization. - Jinyin Chen; Xiaodong Xu; Lihong Chen; Zhongyuan Ruan; Zhaoyan Ming; Yi Liu 024 (IEEE Trans. Comput. Soc. Syst., 2023)

Time-Aware Gradient Attack on Dynamic Network Link Prediction. - Jinyin Chen; Jian Zhang 023; Zhi Chen 028; Min Du 003; Qi Xuan 001 (IEEE Trans. Knowl. Data Eng., 2023)

Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-Modal Fake News Detection. - Jinyin Chen; Chengyu Jia; Haibin Zheng; Ruoxi Chen; Chenbo Fu (IEEE Trans. Netw. Sci. Eng., 2023)

GAIL-PT: An intelligent penetration testing framework with generative adversarial imitation learning. - Jinyin Chen; Shulong Hu; Haibin Zheng; Chang-you Xing; Guomin Zhang (Comput. Secur., 2023)

Evil vs evil: using adversarial examples to against backdoor attack in federated learning. - Tao Liu 040; Mingjun Li; Haibin Zheng; Zhaoyan Ming; Jinyin Chen (Multim. Syst., 2023)

Graph-Fraudster: Adversarial Attacks on Graph Neural Network-Based Vertical Federated Learning. - Jinyin Chen; Guohan Huang; Haibin Zheng; Shanqing Yu; Wenrong Jiang; Chen Cui (IEEE Trans. Comput. Soc. Syst., 2023)

An Improved Differential Evolution Framework Using Network Topology Information for Critical Nodes Detection. - Shanqing Yu; Yongqi Wang; Jiaxiang Li; Xu Fang; Jinyin Chen; Ziwan Zheng; Chenbo Fu (IEEE Trans. Comput. Soc. Syst., 2023)

Agent manipulator: Stealthy strategy attacks on deep reinforcement learning. - Jinyin Chen; Xueke Wang; Yan Zhang; Haibin Zheng; Shanqing Yu; Liang Bao (Appl. Intell., 2023)

Generative adversarial network-assisted image classification for imbalanced tire X-ray defect detection. - Shuang Gao; Yun Dai; Yongchao Xu; Jinyin Chen; Yi Liu 024 (Trans. Inst. Meas. Control, 2023)

ActGraph: prioritization of test cases based on deep neural network activation graph. - Jinyin Chen; Jie Ge; Haibin Zheng (Autom. Softw. Eng., 2023)

EGC2: Enhanced graph classification with easy graph compression. - Jinyin Chen; Haiyang Xiong; Haibin Zheng; Dunjie Zhang; Jian Zhang 023; Mingwei Jia; Yi Liu 024 (Inf. Sci., 2023)

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

PoE: Poisoning Enhancement Through Label Smoothing in Federated Learning. - Haibin Zheng; Tao Liu 040; Rongchang Li 003; Jinyin Chen (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Graphfool: Targeted Label Adversarial Attack on Graph Embedding. - Jinyin Chen; Guohan Huang; Haibin Zheng; Dunjie Zhang; Xiang Lin (IEEE Trans. Comput. Soc. Syst., 2023)

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

GONE: A generic O(1) NoisE layer for protecting privacy of deep neural networks. - Haibin Zheng; Jinyin Chen; Wenchang Shangguan; Zhaoyan Ming; Xing Yang 004; Zhijun Yang (Comput. Secur., 2023)

Attacks, Defenses and Testing for Deep Learning - Jinyin Chen; Ximin Zhang; Haibin Zheng (Springer, 2024)

TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. - Mingqi Lv; Hongzhe Gao; Xuebo Qiu; Tieming Chen; Tiantian Zhu; Jinyin Chen; Shouling Ji (CCS, 2024)

SEAD: Self-aware Adversarial Detection for Black-box Reinforcement Learning. - Chengyi Wang; Jinyin Chen; Haibin Zheng; Xuhua Pan (DSC, 2024)

FedHiT: Privacy Protection for Federated Learning via Hierarchical Training. - Wenjie Shen; Guojun Sheng; Xiaohua Pan; Jinyin Chen; Xiaojuan Wang; Haibin Zheng (DSIT, 2024)

EditShield: Protecting Unauthorized Image Editing by Instruction-Guided Diffusion Models. - Ruoxi Chen; Haibo Jin; Yixin Liu 002; Jinyin Chen; Haohan Wang; Lichao Sun 001 (ECCV (63), 2024)

CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing. - Haibo Jin; Ruoxi Chen; Jinyin Chen; Haibin Zheng; Yang Zhang; Haohan Wang (ECCV (47), 2024)

Fedfair: A Debiasing Algorithm for Federated Learning Systems. - Haibin Zheng; Tianxin Zhang; Jinyin Chen (TrustCom, 2024)

Robust knowledge distillation based on feature variance against backdoored teacher model. - Jinyin Chen; Xiaoming Zhao; Haibin Zheng; Xiao Li; Sheng Xiang; Haifeng Guo (Appl. Soft Comput., 2024)

Like teacher, like pupil: Transferring backdoors via feature-based knowledge distillation. - Jinyin Chen; Zhiqi Cao; Ruoxi Chen; Haibin Zheng; Xiao Li; Qi Xuan 001; Xing Yang 004 (Comput. Secur., 2024)

GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models. - Haibo Jin; Ruoxi Chen; Andy Zhou; Jinyin Chen; Yang Zhang; Haohan Wang (CoRR, 2024)

LiDAttack: Robust Black-box Attack on LiDAR-based Object Detection. - Jinyin Chen; Danxin Liao; Sheng Xiang; Haibin Zheng (CoRR, 2024)

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

Double Whammy: Stealthy Data Manipulation aided Reconstruction Attack on Graph Federated Learning. - Jinyin Chen; Minying Ma; Haibin Zheng; Qi Xuan 001 (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 (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 (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; 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; Haibin Zheng; Qi Xuan 001 (IEEE Trans. Inf. Forensics Secur., 2024)

An Empirical Evaluation of the Data Leakage in Federated Graph Learning. - Jinyin Chen; Minying Ma; Haonan Ma; Haibin Zheng; Jian Zhang 023 (IEEE Trans. Netw. Sci. Eng., 2024)

Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. - Jinyin Chen; Haiyang Xiong; Haibin Zheng; Jian Zhang 023; Yi Liu 024 (IEEE Trans. Netw. Sci. Eng., 2024)

AdvCheck: Characterizing adversarial examples via local gradient checking. - Ruoxi Chen; Haibo Jin; Jinyin Chen; Haibin Zheng; Shilian Zheng; Xiaoniu Yang; Xing Yang 004 (Comput. Secur., 2024)

Robust explanations for graph neural network with neuron explanation component. - Jinyin Chen; Guohan Huang; Haibin Zheng; Hang Du; Jian Zhang 023 (Inf. Sci., 2024)

Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs. - Haibin Zheng; Haiyang Xiong; Jinyin Chen; Haonan Ma; Guohan Huang (IEEE Trans. Comput. Soc. Syst., 2024)

Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection. - Haibin Zheng; Haiyang Xiong; Haonan Ma; Guohan Huang; Jinyin Chen (IEEE Trans. Comput. Soc. Syst., 2024)

TEGDetector: A Phishing Detector That Knows Evolving Transaction Behaviors. - Haibin Zheng; Minying Ma; Haonan Ma; Jinyin Chen; Haiyang Xiong; Zhijun Yang (IEEE Trans. Comput. Soc. Syst., 2024)

RobustRMC: Robustness Interpretable Deep Neural Network for Radio Modulation Classification. - Jinyin Chen; Danxin Liao; Shilian Zheng; Linhui Ye; Chenyu Jia; Haibin Zheng; Sheng Xiang (IEEE Trans. Cogn. Commun. Netw., 2024)

AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery. - Jinyin Chen; Jie Ge; Shilian Zheng; Linhui Ye; Haibin Zheng; Weiguo Shen; Keqiang Yue; Xiaoniu Yang (IEEE Trans. Wirel. Commun., 2024)

PhyCamo: A Robust Physical Camouflage via Contrastive Learning for Multi-View Physical Adversarial Attack. - Ximin Zhang; Jinyin Chen; Haibin Zheng; Zhenguang Liu (AAAI, 2025)

Fight Perturbations With Perturbations: Defending Adversarial Attacks via Neuron Influence. - Ruoxi Chen; Haibo Jin; Haibin Zheng; Jinyin Chen; Zhenguang Liu (IEEE Trans. Dependable Secur. Comput., 2025)

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

BallPri: test cases prioritization for deep neuron networks via tolerant ball in variable space. - Chengyu Jia; Jinyin Chen; Xiaohao Li; Haibin Zheng; Luxin Zhang (Autom. Softw. Eng., 2025)

FairQuanti: Enhancing Fairness in Deep Neural Network Quantization via Neuron Role Contribution. - Jinyin Chen; Zhiqi Cao; Xiaojuan Wang; Haibin Zheng; Zhaoyan Ming; Yayu Zheng (ACM Trans. Priv. Secur., 2025)