教授、博士生导师、网络空间安全研究所所长。浙江工业大学控制科学与工程博士，日本足利工业大学访学。长期从事人工智能、数据挖掘、智能计算等交叉领域的研究工作。主要研究可信人工智能技术及其应用中的安全问题。相关工作发表在Usenix、ICSE、TDSC、TKDE等多个CCF-A类顶会和顶刊上，获得Inscrypt2019和 SpaCCS 2020最佳论文奖、自动化学报领跑者顶尖论文等荣誉，并获得国家自然科学基金资助。

国内外学习经历:

(1)   2020.06 - 至今，浙江工业大学，网络空间安全研究院，教授

(2)  2009.07 - 2012.09，浙江工业大学，信息工程学院，讲师、副教授

(3)  2004.09 - 2009.06，浙江工业大学，控制理论与控制工程，博士：杨东勇

(4)  2005.09 – 2006.09，日本足利工业大学，情报科学：山根裕造、松本直文

(5)  2000.09 – 2004.06，浙江工业大学，计算机科学与技术，学士

个人主页：

http://121.196.145.171:8080/chenjinyin/

论文发表:

[ 1 ] Jinyin Chen*, Keke Hu, Yue Yu, Qi Xuan, Yi LIu, Software Visualization and Deep Transfer Learning for Effective Software Defect Prediction[C], ICSE 2020.  (CCF A类会议)

[ 2 ]Jinyin Chen*, Xueke Wang, Yan Zhang, Haibin Zheng and Shouling Ji, Attention Mechanism based Adversarial Attack against Deep Reinforcement Learning[C], SpaCCS 2020. (Best Paper)

[ 3 ]Zheng Haibin, Chen Zhiqing. Du Tianyu, Zhang Xuhong, Wang Jinyi, Cheng Yao, Ji Shouling, Chen Jinyin*, NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification, ICSE2022

[ 4 ]Zheng Haibin, Chen Jinyin, Zhu Weipeng, Ji Shouling, Zhang Xuhong*, GRIP-GAN: An Attack-Free Defense through General Robust Inverse Perturbation：TDSC，2021

[ 5 ]Jin Haibo, Chen Jinyin*, Zheng Haibin, Wang Zhen, Xiong Hui, Ming Zhaoyan, ROBY: Evaluating the Adversarial Robustness of a Deep Model by its Decision Boundaries, Information Sciences, 2021

[ 6  ]Chen Jinyin, Zhang Jian, Xuanqi, Time-aware Gradient Attack on Dynamic Network Link Prediction，TKDE，2021

[ 7 ]Chen Jinyin, Zhang Dunjie, Ming Zhaoyan*, Bao Liang, Jiang Wenrong, Cui Chen, GraphAttacker: A General Multi-Task GraphAttack Framework, TNSE, 2021

[ 8 ]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[J], IEEE Transaction on System, Man, and Cybernetics: System,2019: 1-12.

[ 9 ]Jinyin Chen, Xiang Lin, Chengyu Jia, Yuwei Li, Yangyang Wu, Yi Liu*, Generative dynamic link prediction, Chaos: An Interdisciplinary Journal of Nonlinear Science[J], 2019, 29(12): 123-111.

[ 10 ]Jinin Chen, Xiang Lin, Qi Xuan, Yun Xiang*, FGCH: a fast and grid based clustering algorithm for hybrid data stream[J], Applied Intelligence, 2019, 49(4):1228-1244. (ESI千分之一)

[ 11 ]Jinyin Chen*, Xueke Wang, Mengmeng Su, Xaing Lin, A fast detector generation algorithm for negative selection[J], Applied Intelligence, 2021: 1-23. (ESI千分之一)

[ 12 ]Jinyin Chen*, Lihong Chen, Yixian Chen, Qi Xuan, GA Based Q-Attack on Community Detection, IEEE Transactions on Computational Social Systems[J], 2019, 6(3):491-503.

[ 13 ] Jinyin Chen*, Yangyang Wu, Qi Xuan, N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network[J], IEEE Transactions on Computational Social Systems, 2019, 6(3):456-466.

[ 14 ]Jinyin Chen*, Yangyang Wu, Qi Xuan, Zhongyuan Ruan, PSO-ANE: Adaptive Network Embedding with Particle Swarm Optimization[J], IEEE Transactions on Computational Social Systems[J], 2019, 6(4): 649-659.

[ 15 ]Zhen Shilian, Ye Linhui, Chen Jinyin, Yang Xiaoniu, Primary User Adversarial Attacks on Deep Learning-based Spectrum Sensing and the Defense Method, China Communication, 2021

[ 16 ]Jinyin Chen*, Mengmeng Su, Haibin Zheng, A Novel Radius Adaptive Based on Center-Optimized Hybrid Detector Generation Algorithm[J], IEEE/CAA Journal of Automatica Sinica, 2020, 7(6):1627-1637.

[ 17 ] Jinyin Chen*, Mengmeng Su, Haibin Zheng, Shijin Shen, POBA-GA: Perturbation Optimized Black-Box Adversarial Attacks via Genetic Algorithm[J], Computers and Security, 2019, 85: 89-106.

[ 18 ]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[J], SCIENCE CHINA Information Sciences, 2019, 62(9):1-3.

[ 19 ] Jinyin Chen*, Yangyang Wu, Chenyu Jia, Guohan Huang, Customizable Text Generation via Conditional Text Generative Adversarial Network[J], Neurocomputing, 2019, 48:1-11. (JCR Q2)

[ 20 ]Jinyin Chen*, Haibin Zheng, Hui Xiong, Shijing Shen, Mengmeng Su, MAG-GAN: Massive Attack Generator via GAN[J], Information Sciences, 2020.  (JCR Q1)

[ 21 ]Jinyin Chen*, Lihong Chen, Yixian Chen, Qi Xuan, GA Based Q-Attack on Community Detection[J], IEEE Transactions on Computational Social Systems, 2019, 6(3):491-503.    (EI 期刊论文)

[ 22 ]Jinyin Chen*, Keke Hu, Yitao Yang, Yi Liu, Collective Transfer Learning for Defect Prediction[J], Neurocomputing, 2019, 1:1-14.  (JCR Q2)

[ 23 ]Jinyin Chen*, Haibin Zheng, Wenchang Shangguan, et al. ACT-Detector: Adaptive Channel Transformation-based Light-Weighted Detector for Adversarial Attacks[J], ACM Transactions on Internet Technology, 2020, 521: 1-42.  (CCF B类期刊)

[ 24 ]Jinyin Chen*, Yang Yitao, Hu Keke, Liu Yi, Multiview Transfer Learning for Software Defect Prediction[J], IEEE Access, 2019, 7:8901-8916.  (EI 期刊论文)

[  25  ]Jinyin Chen*, Yixian Chen, Haibin Zheng, Shijing Shen, Shanqing Yu, Dan Zhang, Qi Xuan, MGA: Momentum Gradient Attack on Network[J], IEEE Transactions on Computational Social Systems, 2020, 8(1):99-109.  (EI 期刊论文)

[ 26  ] Jinyin Chen*, Xiang Lin, Ziqing Shi, Yangyang Wu, Yi Liu, Link Prediction Adversarial Attack Via Iterative Gradient Attack[J], IEEE Transactions on Computational Social Systems, 2020, 7(4):1081-1094. (EI 期刊论文)

[ 27 ]Jinyin Chen*, Xiang Lin, Hui Xiong, Smoothing Adversarial Training for GNN[J], IEEE Transactions on Computational Social Systems, 2020, PP(99):1-12.   (EI 期刊论文)

[  28  ] Jinyin Chen*, Xiang Lin, Shangtengda Gao, Hui Xiong, Longyuan Zhang, Yi Liu, Qi Xuan, A Fast Evolutionary Learning to Optimize CNN[J], Chinese Journal of Electronics, 2020, 29(6): 1061-1073.  (JCR Q4)

[  29 ]Jinyin Chen*, Haibin Zheng, Ruoxi Chen, Hui Xiong, RCA-SOC: A Novel Adversarial Defense by Refocusing on Critical Areas and Strengthening Object Contours[J], Computers & Security, 2020, 96:1-18.  (JCR Q2)

[ 30 ]Jinyin Chen*, Dunjie Zhang, Xiang Lin, Adaptive Adversarial Attack on Graph Embedding via GAN[J], International Symposium on Security and Privacy in Social Networks and Big Data, 2020, 96:72-84.

联系邮箱：chenjinyin@zjut.edu.cn