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2020 – today
- 2024
[b1]Jinyin Chen, Ximin Zhang, Haibin Zheng:
Attacks, Defenses and Testing for Deep Learning. Springer 2024, ISBN 978-981-97-0424-8, pp. 5-399- [j81]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: 111907 (2024) - [j80]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: 103540 (2024) - [j79]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: 104041 (2024) - [j78]Jinyin Chen, Guohan Huang, Haibin Zheng, Hang Du, Jian Zhang:
Robust explanations for graph neural network with neuron explanation component. Inf. Sci. 654: 119785 (2024) - [j77]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: 120527 (2024) - [j76]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): 2005-2027 (2024) - [j75]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): 1218-1240 (2024) - [j74]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): 1816-1831 (2024) - [j73]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): 2479-2493 (2024) - [j72]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): 3988-4000 (2024) - [j71]Jinyin Chen, Haibin Zheng, Tao Liu, Jiawei Liu, Yao Cheng, Xuhong Zhang, Shouling Ji:
EdgePro: Edge Deep Learning Model Protection via Neuron Authorization. IEEE Trans. Dependable Secur. Comput. 21(5): 4967-4981 (2024) - [j70]Chengyu Jia, Jinyin Chen, Shouling Ji, Yao Cheng, Haibin Zheng, Qi Xuan:
Backdoor Online Tracing With Evolving Graphs. IEEE Trans. Inf. Forensics Secur. 19: 10314-10327 (2024) - [j69]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): 525-542 (2024) - [j68]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): 1605-1618 (2024) - [j67]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. IEEE Trans. Wirel. Commun. 23(9): 10698-10711 (2024) - [c32]Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu, Jinyin Chen, Shouling Ji:
TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. CCS 2024: 139-152 - [c31]Haibo Jin, Ruoxi Chen, Jinyin Chen, Haibin Zheng, Yang Zhang, Haohan Wang:
CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing. ECCV (47) 2024: 90-106 - [c30]Ruoxi Chen, Haibo Jin, Yixin Liu, Jinyin Chen, Haohan Wang, Lichao Sun:
EditShield: Protecting Unauthorized Image Editing by Instruction-Guided Diffusion Models. ECCV (63) 2024: 126-142 - [i45]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 abs/2402.03299 (2024) - [i44]Jinyin Chen, Xiaoming Zhao, Haibin Zheng, Xiao Li, Sheng Xiang, Haifeng Guo:
Robust Knowledge Distillation Based on Feature Variance Against Backdoored Teacher Model. CoRR abs/2406.03409 (2024) - [i43]Jinyin Chen, Danxin Liao, Sheng Xiang, Haibin Zheng:
LiDAttack: Robust Black-box Attack on LiDAR-based Object Detection. CoRR abs/2411.01889 (2024) - 2023
- [j66]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): 12831-12858 (2023) - [j65]Jinyin Chen, Jie Ge, Haibin Zheng:
ActGraph: prioritization of test cases based on deep neural network activation graph. Autom. Softw. Eng. 30(1) (2023) - [j64]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: 103005 (2023) - [j63]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: 103055 (2023) - [j62]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: 103471 (2023) - [j61]Jinyin Chen, Mingjun Li, Yao Cheng, Haibin Zheng:
FedRight: An effective model copyright protection for federated learning. Comput. Secur. 135: 103504 (2023) - [j60]Jinyin Chen, Haiyang Xiong, Haibin Zheng, Dunjie Zhang, Jian Zhang, Mingwei Jia, Yi Liu:
EGC2: Enhanced graph classification with easy graph compression. Inf. Sci. 629: 376-397 (2023) - [j59]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: 118936 (2023) - [j58]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): 553-568 (2023) - [j57]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): 3129-3133 (2023) - [j56]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): 448-457 (2023) - [j55]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): 492-506 (2023) - [j54]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): 1115-1129 (2023) - [j53]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): 2523-2535 (2023) - [j52]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): 1492-1504 (2023) - [j51]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): 2091-2102 (2023) - [j50]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): 3144-3158 (2023) - [c29]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: 1509-1515 - [c28]Haibin Zheng, Jinyin Chen, Haibo Jin:
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space. ASE 2023: 1-13 - [i42]Jinyin Chen, Mingjun Li, Yao Cheng, Haibin Zheng:
FedRight: An Effective Model Copyright Protection for Federated Learning. CoRR abs/2303.10399 (2023) - [i41]Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji:
Edge Deep Learning Model Protection via Neuron Authorization. CoRR abs/2303.12397 (2023) - [i40]Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng:
AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking. CoRR abs/2303.18131 (2023) - [i39]Haibin Zheng, Jinyin Chen, Haibo Jin:
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space. CoRR abs/2307.09375 (2023) - [i38]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 abs/2309.16706 (2023) - [i37]Ruoxi Chen, Haibo Jin, Jinyin Chen, Lichao Sun:
EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models. CoRR abs/2311.12066 (2023) - 2022
- [j49]Jinyin Chen, Xueke Wang, Xuanheng Xu:
GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction. Appl. Intell. 52(7): 7513-7528 (2022) - [j48]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: 97-122 (2022) - [j47]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: 118-143 (2022) - [j46]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): 1048-1059 (2022) - [j45]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): 4204-4224 (2022) - [j44]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): 577-595 (2022) - [c27]Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan:
Improving Robustness of Language Models from a Geometry-aware Perspective. ACL (Findings) 2022: 3115-3125 - [c26]Xinyi Xie, Haibin Zheng, Hu Li, Ling Pang, Jinyin Chen:
Attack and Defense Methods for Graph Vertical Federation Learning. CSSE 2022: 175-179 - [c25]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: 1-6 - [c24]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: 225-242 - [c23]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: 1519-1531 - [c22]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: 1397-1414 - [i36]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 abs/2202.07464 (2022) - [i35]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 abs/2204.01975 (2022) - [i34]Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan:
Improving robustness of language models from a geometry-aware perspective. CoRR abs/2204.13309 (2022) - [i33]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 abs/2206.05406 (2022) - [i32]Jinyin Chen, Chengyu Jia, Haibin Zheng, Ruoxi Chen, Chenbo Fu:
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection. CoRR abs/2206.08788 (2022) - [i31]Haibin Zheng, Haiyang Xiong, Haonan Ma, Guohan Huang, Jinyin Chen:
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection. CoRR abs/2208.06776 (2022) - [i30]Haibin Zheng, Haiyang Xiong, Jinyin Chen, Haonan Ma, Guohan Huang:
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs. CoRR abs/2210.13710 (2022) - [i29]Jinyin Chen, Jie Ge, Haibin Zheng:
ActGraph: Prioritization of Test Cases Based on Deep Neural Network Activation Graph. CoRR abs/2211.00273 (2022) - 2021
- [j43]Jinyin Chen, Xueke Wang, Mengmeng Su, Xiang Lin:
A fast detector generation algorithm for negative selection. Appl. Intell. 51(7): 4525-4547 (2021) - [j42]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: 102220 (2021) - [j41]Jinyin Chen, Linhui Ye, Zhaoyan Ming:
MASS: Multi-task anthropomorphic speech synthesis framework. Comput. Speech Lang. 70: 101243 (2021) - [j40]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: 163-192 (2021) - [j39]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: 101279 (2021) - [j38]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): 2618-2622 (2021) - [j37]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): 2670-2674 (2021) - [j36]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): 47-58 (2021) - [j35]Jinyin Chen, Yixian Chen, Lihong Chen, Minghao Zhao, Qi Xuan:
Multiscale Evolutionary Perturbation Attack on Community Detection. IEEE Trans. Comput. Soc. Syst. 8(1): 62-75 (2021) - [j34]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): 99-109 (2021) - [j33]Jinyin Chen, Xiang Lin, Hui Xiong, Yangyang Wu, Haibin Zheng, Qi Xuan:
Smoothing Adversarial Training for GNN. IEEE Trans. Comput. Soc. Syst. 8(3): 618-629 (2021) - [j32]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): 3699-3712 (2021) - [c21]Guodong Jiang, Jingjing Zhang, Jinyin Chen, Haibin Zheng, Zhiqing Chen, Liang Bao:
Unsupervised Face Recognition Algorithm based on Fast Density Clustering Algorithm. AISS 2021: 65:1-65:6 - [c20]Dunjie Zhang, Jinyin Chen, Xiaosong Lu:
Blockchain Phishing Scam Detection via Multi-channel Graph Classification. BlockSys 2021: 241-256 - [p1]Shanqing Yu, Jun Zheng, Yongqi Wang, Jinyin Chen, Qi Xuan, Qingpeng Zhang:
Network Embedding Attack: An Euclidean Distance Based Method. MDATA: A New Knowledge Representation Model 2021: 131-151 - [i28]Jinyin Chen, Longyuan Zhang, Haibin Zheng, Xueke Wang, Zhaoyan Ming:
DeepPoison: Feature Transfer Based Stealthy Poisoning Attack. CoRR abs/2101.02562 (2021) - [i27]Jinyin Chen, Dunjie Zhang, Zhaoyan Ming, Kejie Huang:
GraphAttacker: A General Multi-Task GraphAttack Framework. CoRR abs/2101.06855 (2021) - [i26]Jinyin Chen, Xiang Lin, Dunjie Zhang, Wenrong Jiang, Guohan Huang, Hui Xiong, Yun Xiang:
Graphfool: Targeted Label Adversarial Attack on Graph Embedding. CoRR abs/2102.12284 (2021) - [i25]Jinyin Chen, Linhui Ye, Zhaoyan Ming:
MASS: Multi-task Anthropomorphic Speech Synthesis Framework. CoRR abs/2105.04124 (2021) - [i24]Jinyin Chen, Ruoxi Chen, Haibin Zheng, Zhaoyan Ming, Wenrong Jiang, Chen Cui:
Salient Feature Extractor for Adversarial Defense on Deep Neural Networks. CoRR abs/2105.06807 (2021) - [i23]Jinyin Chen, Dunjie Zhang, Zhaoyan Ming, Mingwei Jia, Yi Liu:
EGC2: Enhanced Graph Classification with Easy Graph Compression. CoRR abs/2107.07737 (2021) - [i22]Dunjie Zhang, Jinyin Chen:
Blockchain Phishing Scam Detection via Multi-channel Graph Classification. CoRR abs/2108.08456 (2021) - [i21]Jinyin Chen, Haiyang Xiong, Haibin Zheng, Jian Zhang, Guodong Jiang, Yi Liu:
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction. CoRR abs/2110.03875 (2021) - [i20]Jinyin Chen, Guohan Huang, Shanqing Yu, Wenrong Jiang, Chen Cui:
Graph-Fraudster: Adversarial Attacks on Graph Neural Network Based Vertical Federated Learning. CoRR abs/2110.06468 (2021) - [i19]Jinyin Chen, Haiyang Xiong, Dunjie Zhang, Zhenguang Liu, Jiajing Wu:
TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors. CoRR abs/2111.15446 (2021) - [i18]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 abs/2112.13214 (2021) - 2020
- [j31]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: 101916 (2020) - [j30]Jinyin Chen:
A novel radius adaptive based on center-optimized hybrid detector generation algorithm. IEEE CAA J. Autom. Sinica 7(6): 1627-1637 (2020) - [j29]Jungan Chen, Jinyin Chen, Dongyong Yang:
A novel clustering algorithm based on the deviation factor model. Int. J. Comput. Sci. Eng. 21(2): 173-187 (2020) - [j28]Jinyin Chen, Keke Hu, Yitao Yang, Yi Liu, Qi Xuan:
Collective transfer learning for defect prediction. Neurocomputing 416: 103-116 (2020) - [j27]Jinyin Chen, Yangyang Wu, Chengyu Jia, Haibin Zheng, Guohan Huang:
Customizable text generation via conditional text generative adversarial network. Neurocomputing 416: 125-135 (2020) - [j26]Jin-Yin Chen, Haibin Zheng, Hui Xiong, Shijing Shen, Mengmeng Su:
MAG-GAN: Massive attack generator via GAN. Inf. Sci. 536: 67-90 (2020) - [j25]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. 67-II(11): 2717-2721 (2020) - [j24]Jinyin Chen, Xiang Lin, Ziqiang Shi, Yi Liu:
Link Prediction Adversarial Attack Via Iterative Gradient Attack. IEEE Trans. Comput. Soc. Syst. 7(4): 1081-1094 (2020) - [c19]Jinyin Chen, Huiling Xu, Jinhuan Wang, Qi Xuan, Xuhong Zhang:
Adversarial Detection on Graph Structured Data. PPMLP@CCS 2020: 37-41 - [c18]Jinyin Chen, Longyuan Zhang, Haibin Zheng, Qi Xuan:
SPA: Stealthy Poisoning Attack. CIAT 2020: 303-309 - [c17]Jian Zhang, Jun Zheng, Jinyin Chen, Qi Xuan:
Hyper-Substructure Enhanced Link Predictor. CIKM 2020: 2305-2308 - [c16]Jinyin Chen, Changan Wu, Shijing Shen, Xuhong Zhang, Jianhao Chen:
DAS-AST: Defending Against Model Stealing Attacks Based on Adaptive Softmax Transformation. Inscrypt 2020: 21-36 - [c15]Shanqing Yu, Jun Zheng, Jinyin Chen, Qi Xuan, Qingpeng Zhang:
Unsupervised Euclidean Distance Attack on Network Embedding. DSC 2020: 71-77 - [c14]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: 578-589 - [c13]Jinyin Chen, Shenghuan Miao, Haibin Zheng, Shilian Zheng:
Feature Explainable Deep Classification for Signal Modulation Recognition. IECON 2020: 3543-3548 - [c12]Jinyin Chen, Dunjie Zhang, Xiang Lin:
Adaptive Adversarial Attack on Graph Embedding via GAN. SocialSec 2020: 72-84 - [c11]Jinyin Chen, Xueke Wang, Yan Zhang, Haibin Zheng, Shouling Ji:
Attention Mechanism Based Adversarial Attack Against Deep Reinforcement Learning. SpaCCS 2020: 19-43 - [i17]Jinyin Chen, Yixian Chen, Haibin Zheng, Shijing Shen, Shanqing Yu, Dan Zhang, Qi Xuan:
MGA: Momentum Gradient Attack on Network. CoRR abs/2002.11320 (2020) - [i16]Liang Huang, You Zhang, Weijian Pan, Jinyin Chen, Li Ping Qian, Yuan Wu:
Visualizing Deep Learning-based Radio Modulation Classifier. CoRR abs/2005.02175 (2020) - [i15]Jinyin Chen, Yunyi Xie, Jian Zhang, Xincheng Shu, Qi Xuan:
Time-Series Snapshot Network as A New Model for Role Recommendation in OSS. CoRR abs/2011.09883 (2020) - [i14]Jinyin Chen, Zhen Wang, Haibin Zheng, Jun Xiao, Zhaoyan Ming:
ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries. CoRR abs/2012.10282 (2020)
2010 – 2019
- 2019
- [j23]Jinyin Chen, Yitao Yang, Keke Hu, Qi Xuan, Yi Liu, Chao Yang:
Multiview Transfer Learning for Software Defect Prediction. IEEE Access 7: 8901-8916 (2019) - [j22]Qi Xuan, Yewei Yu, Jinyin Chen, Zhongyuan Ruan, Zhong Fu, Zicong Lv:
Robustness Analysis of Bipartite Task Assignment Networks: A Case Study in Hospital Logistics System. IEEE Access 7: 58484-58494 (2019) - [j21]Jinyin Chen, Xiang Lin, Qi Xuan, Yun Xiang:
FGCH: a fast and grid based clustering algorithm for hybrid data stream. Appl. Intell. 49(4): 1228-1244 (2019) - [j20]Jinyin Chen, Haibin Zheng, Hui Xiong, Yangyang Wu, Xiang Lin, Shiyan Ying, Qi Xuan:
DGEPN-GCEN2V: a new framework for mining GGI and its application in biomarker detection. Sci. China Inf. Sci. 62(9): 199104:1-199104:3 (2019) - [j19]Jinyin Chen, Mengmeng Su, Shijing Shen, Hui Xiong, Haibin Zheng:
POBA-GA: Perturbation optimized black-box adversarial attacks via genetic algorithm. Comput. Secur. 85: 89-106 (2019) - [j18]Jinyin Chen, Zhen Wang, Jinyu Chen, Zhiqing Chen, Haibin Zhen:
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). 计算机科学 46(6A): 550-554 (2019) - [j17]Jinyin Chen, Guohan Huang, Yangyang Wu, Chengyu Jia:
基于双循环图的虚假评论检测算法 (Double Cycle Graph Based Fraud Review Detection Algorithm). 计算机科学 46(9): 229-236 (2019) - [j16]Jinyin Chen, Yangyang Wu, Lu Fan, Xiang Lin, Haibin Zheng, Shanqing Yu, Qi Xuan:
N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network. IEEE Trans. Comput. Soc. Syst. 6(3): 456-466 (2019) - [j15]Jinyin Chen, Lihong Chen, Yixian Chen, Minghao Zhao, Shanqing Yu, Qi Xuan, Xiaoniu Yang:
GA-Based Q-Attack on Community Detection. IEEE Trans. Comput. Soc. Syst. 6(3): 491-503 (2019) - [j14]Jinyin Chen, Yangyang Wu, Xuanheng Xu, Haibin Zheng, Zhongyuan Ruan, Qi Xuan:
PSO-ANE: Adaptive Network Embedding With Particle Swarm Optimization. IEEE Trans. Comput. Soc. Syst. 6(4): 649-659 (2019) - [c10]Jinyin Chen, Haibin Zheng, Mengmeng Su, Tianyu Du, Chang-Ting Lin, Shouling Ji:
Invisible Poisoning: Highly Stealthy Targeted Poisoning Attack. Inscrypt 2019: 173-198 - [c9]Jinyin Chen, Zhen Wang, Haibin Zheng, Liangying Liu, Ziling Zhu, Shiyan Ying, Yitao Wei:
DGFE-VG: Dynamic Gene Feature Extraction via Visibility Graph. ICMHI 2019: 119-124 - [c8]Jinyin Chen, Zhen Wang, Kai-hui Cheng, Haibin Zheng, An-tao Pan:
Out-of-store Object Detection Based on Deep Learning. ICMLC 2019: 423-428 - [c7]Jinyin Chen, Yitao Yang, Keke Hu, Haibin Zheng, Zhen Wang:
DAD-MCNN: DDoS Attack Detection via Multi-channel CNN. ICMLC 2019: 484-488 - [i13]Jinyin Chen, Jian Zhang, Xuanheng Xu, Chengbo Fu, Dan Zhang, Qingpeng Zhang, Qi Xuan:
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction. CoRR abs/1902.08329 (2019) - [i12]Jinyin Chen, Yangyang Wu, Xiang Lin, Qi Xuan:
Can Adversarial Network Attack be Defended? CoRR abs/1903.05994 (2019) - [i11]Jinyin Chen, Yangyang Wu, Lu Fan, Xiang Lin, Haibin Zheng, Shanqing Yu, Qi Xuan:
N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network. CoRR abs/1904.12605 (2019) - [i10]Qi Xuan, Jun Zheng, Lihong Chen, Shanqing Yu, Jinyin Chen, Dan Zhang, Qingpeng Zhang:
Unsupervised Euclidean Distance Attack on Network Embedding. CoRR abs/1905.11015 (2019) - [i9]Jinyin Chen, Mengmeng Su, Shijing Shen, Hui Xiong, Haibin Zheng:
POBA-GA: Perturbation Optimized Black-Box Adversarial Attacks via Genetic Algorithm. CoRR abs/1906.03181 (2019) - [i8]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. CoRR abs/1907.10406 (2019) - [i7]Jinyin Chen, Yixian Chen, Lihong Chen, Minghao Zhao, Qi Xuan:
Multiscale Evolutionary Perturbation Attack on Community Detection. CoRR abs/1910.09741 (2019) - [i6]Jinyin Chen, Jian Zhang, Zhi Chen, Min Du, Qi Xuan:
Time-aware Gradient Attack on Dynamic Network Link Prediction. CoRR abs/1911.10561 (2019) - 2018
- [j13]Jinyin Chen, Yangyang Wu, Xiang Lin, Qi Xuan:
DOE-AND-SCA: A Novel SCA Based on DNN With Optimal Eigenvectors and Automatic Cluster Number Determination. IEEE Access 6: 20764-20778 (2018) - [j12]Jinyin Chen, Haibin Zheng, Xiang Lin, Yangyang Wu, Mengmeng Su:
A novel image segmentation method based on fast density clustering algorithm. Eng. Appl. Artif. Intell. 73: 92-110 (2018) - [j11]Jinyin Chen, Keke Hu, Yuwei Li:
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*). 计算机科学 45(6A): 85-90 (2018) - [j10]Jinyin Chen, Hui Xiong, Haibin Zheng:
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). 计算机科学 45(6): 197-203 (2018) - [j9]Jinyin Chen, Xuanyan Xu, Mengmeng Su:
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). 计算机科学 45(6A): 364-370 (2018) - [j8]Jinyin Chen, Hang Fang, Xiang Lin, Haibin Zheng, Dongyong Yang, Xiao Zhou:
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). 计算机科学 45(11A): 422-426 (2018) - [j7]Chenbo Fu, Minghao Zhao, Lu Fan, Xinyi Chen, Jinyin Chen, Zhefu Wu, Yongxiang Xia, Qi Xuan:
Link Weight Prediction Using Supervised Learning Methods and Its Application to Yelp Layered Network. IEEE Trans. Knowl. Data Eng. 30(8): 1507-1518 (2018) - [i5]Jinyin Chen, Yangyang Wu, Xuanheng Xu, Yixian Chen, Haibin Zheng, Qi Xuan:
Fast Gradient Attack on Network Embedding. CoRR abs/1809.02797 (2018) - [i4]Jinyin Chen, Ziqiang Shi, Yangyang Wu, Xuanheng Xu, Haibin Zheng:
Link Prediction Adversarial Attack. CoRR abs/1810.01110 (2018) - [i3]Jinyin Chen, Lihong Chen, Yixian Chen, Minghao Zhao, Shanqing Yu, Qi Xuan, Xiaoniu Yang:
GA Based Q-Attack on Community Detection. CoRR abs/1811.00430 (2018) - [i2]Jinyin Chen, Haibin Zheng, Hui Xiong, Mengmeng Su:
FineFool: Fine Object Contour Attack via Attention. CoRR abs/1812.01713 (2018) - [i1]Jinyin Chen, Xuanheng Xu, Yangyang Wu, Haibin Zheng:
GC-LSTM: Graph Convolution Embedded LSTM for Dynamic Link Prediction. CoRR abs/1812.04206 (2018) - 2017
- [j6]Jinyin Chen, Xiang Lin, Haibing Zheng, Xintong Bao:
A novel cluster center fast determination clustering algorithm. Appl. Soft Comput. 57: 539-555 (2017) - [j5]Shanqing Yu, Deng Zhang, Shingo Mabu, Jinyin Chen, Kotaro Hirasawa:
Improving the robustness of GNP-PCA using the multiagent system. Appl. Soft Comput. 61: 757-764 (2017) - [j4]Jungan Chen, Jinyin Chen, Dongyong Yang:
An Efficient Classification Algorithm Based on T-Cells Maturation with No Parameters. Int. J. Comput. Intell. Appl. 16(4): 1750024:1-1750024:16 (2017) - [j3]Jinyin Chen, Jin Shi, Wenyao Du, Yangyang Wu:
基于MB-RRT*的无人机航迹规划算法研究 (MB-RRT* Based Navigation Planning Algorithm for UAV). 计算机科学 44(8): 198-206 (2017) - [j2]Jinyin Chen, Yuwei Li, Wenyao Du:
基于EB-RRT*的无人机航迹规划算法研究 (UAV Navigation Algorithm Research Based on EB-RRT*). 计算机科学 44(Z11): 72-79 (2017) - 2016
- [j1]Jin-Yin Chen, Hui-Hao He:
A fast density-based data stream clustering algorithm with cluster centers self-determined for mixed data. Inf. Sci. 345: 271-293 (2016) - 2011
- [c6]Jinyin Chen, Dongyong Yang, Zhilin Feng:
T-Cell detector maturation algorithm based on cooperative co-evolution GA. ICNC 2011: 2295-2299 - 2010
- [c5]Jinyin Chen, Dongyong Yang:
Constrained handling in multi-objective optimization based on Quantum-behaved particle swarm optimization. ICNC 2010: 3887-3891
2000 – 2009
- 2009
- [c4]Jinyin Chen, Dongyong Yang:
Intrusion Detection System Platform Based on Light-Weighted Hybrid Artificial Immune Algorithms. ICNC (4) 2009: 319-324 - 2007
- [c3]Dongyong Yang, Jinyin Chen, Naofumi Matsumoto:
Self-Adaptive Crossover Particle Swarm Optimizer for Multi-dimension Functions Optimization. ICNC (4) 2007: 160-164 - [c2]Dongyong Yang, Jinyin Chen, Naofumi Matsumoto:
Particle Swarm Optimization with Adaptive Parameters. SNPD (1) 2007: 616-621 - 2006
- [c1]Dongyong Yang, Jinyin Chen, Naofumi Matsumoto, Yuzo Yamane:
Multi-robot Path Planning Based on Cooperative Co-evolution and Adaptive CGA. IAT 2006: 547-550
Coauthor Index
[b1] [j81] [j80] [j79] [j78] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [c31] [i44] [i43] [j66] [j65] [j64] [j63] [j62] [j61] [j60] [j59] [j58] [j57] [j55] [j53] [j50] [c28] [i42] [i41] [i40] [i39] [i38] [j48] [j47] [j45] [c26] [c25] [c23] [i36] [i35] [i33] [i32] [i31] [i30] [i29] [j42] [j40] [j39] [j38] [j37] [j34] [j33] [c21] [i28] [i24] [i21] [i18] [j31] [j27] [j26] [c18] [c13] [c11] [i17] [i14] [j20] [j19] [j16] [j14] [c10] [c9] [c8] [c7] [i11] [i9] [j12] [j10] [j8] [i5] [i4] [i2] [i1]
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