Name: ChenWang
Academic Title: Associate Professor
Email: chenwang@hust.edu.cn
Research Interests: Internet of Things, Data Mining, Federated Learning
Education:
Sept. 2008 – Jun. 2013: Ph.D Degree, Dept. of Automation, Wuhan University, Wuhan, China
Sept. 2004 – Jun. 2008: B.E. Degree, Dept. of Automation, Wuhan University, Wuhan, China
Employment and Working Experience:
Jan. 2018 – present: Associate Professor, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China
Jun. 2013 –Dec. 2017: Pos-Doc, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China
Teaching:
Computer Networks, Internet of Things, Wireless Sensor Networks
Selected Publications:
Journal Papers
[TIFS] Jian Chen, Xuxin Zhang, Rui Zhang, Chen Wang*, Ling Liu. De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks. IEEE Transactions on Information Forensics and Security. Accepted for publication. DOI: 10.1109/TIFS.2021.3080522.
[IoT-J] Kai Peng, Meijun Li, Haojun Huang, Chen Wang*, Shaohua Wan, Kim-Kwang Raymond Choo. Security Challenges and Opportunities for Smart Contracts in Internet of Things: A Survey. IEEE Internet of Things Journal. Accepted for publication. DOI: 10.1109/JIOT.2021. 3074544.
[DCN] Chen Wang, Jian Chen, Yang Yang, Xiaoqiang Ma, Jiangchuan Liu. Poisoning Attacks and Countermeasures in Intelligent Networks: State of the Art and Future Directions. Digital Communications and Networks. Accepted for publication. (CN 50-1212/TN)
[NeuCom] Wenqing Cheng, Ruxue Wen, Haojun Huang, Wang Miao, Chen Wang*. OPTDP: Towards Optimal Personalized Trajectory Differential Privacy for Trajectory Data Publishing. Elsevier Neurocomputing. Accepted for publication.
[JCS] Gaoyang Liu, Yutong Li, Borui Wan, Chen Wang*, Kai Peng. Membership Inference Attacks in Black-box Machine Learning Models. Journal of Cyber Security. Accepted for publication. (In Chinese, CN 10-1380/TN)
[DAPD] Gaoyang Liu, Rui Zhang, Yang Yang, Chen Wang*, Ling Liu. GPS Spoofed or Not? Exploiting RSSI and TSS in Crowdsourced Air Traffic Control Data. Springer Distributed and Parallel Databases - Special Issue on Best Papers of MDM 2019, Invited Paper. 2021, 39(1): 231-257.
[MNET] Gaoyang Liu, Chen Wang, Xiaoqiang Ma, Yang Yang. Keep Your Data Locally: Federated Learning Based Data Privacy Preservation in Edge Computing. IEEE Network Magazine. 2021, 35(2): 60-66.
[TSUSC] Chen Wang, Gaoyang Liu, Haojun Huang, Weijie Feng, Kai Peng, Lizhe Wang. MIASec: Enabling Data Indistinguishability against Membership Inference Attacks in MLaaS. IEEE Transactions on Sustainable Computing. 2020, 5(3): 365-373.
[WINE] Shaohua Wan, Meijun Li, Gaoyang Liu, Chen Wang*. Recent Advances in Consensus Protocols for Blockchain: A Survey. Springer Wireless Networks. 2020, 26: 5579-5593.
[JSA] Rui Zhang, Guifa Zhang, Lan Liu, Chen Wang, Shaohua Wan. Anomaly Detection in Bitcoin Information Networks with Multi-Constrained Meta Path. Elsevier Journal of Systems Architecture. 2020, 110: 101829.
[IoT-J] Ping Zhao, Hongbo Jiang, Chen Wang*, Haojun Huang, Yang Yang, Gaoyang Liu. On the Performance of k-Anonymity against Inference Attacks with Background Information. IEEE Internet of Things Journal. 2019, 6(1): 808-819.
[TCSS] Gaoyang Liu, Chen Wang, Kai Peng, Haojun Huang, Yutong Li, Wenqing Cheng. SocInf: Membership Inference Attacks on Social Media Health Data with Machine Learning. IEEE Transactions on Computational Social Systems. 2019, 6(5): 907-921.
[ComNet] Rui Zhang, Peng Xie, Chen Wang, Gaoyang Liu, Shaohua Wan. Classifying Transportation Mode and Speed from Trajectory Data via Deep Multi-Scale Learning. Elsevier Computer Networks. 2019, 162: 106861.
[ToN] Hongbo Jiang, Ping Zhao, Chen Wang*. RobLoP: Towards Robust Privacy Preserving against Location Dependent Attacks in Continuous LBS Queries. IEEE/ACM Transactions on Networking. 2018, 26(2): 1018-1032.
[ToN] Ping Zhao, Hongbo Jiang, John C.S. Lui, Chen Wang, Fanzi Zeng, Fu Xiao, Zhetao Li. P3-LOC: A Privacy-Preserving Paradigm-Driven Framework for Indoor Localization. IEEE/ACM Transactions on Networking. 2018, 26(6): 2856-2869.
[TMC] Yang Yang, Wenping Liu, Hongbo Jiang, Chen Wang, Desheng Wang, Hongzhi Lin. SNP: A 1-Manifold Skeleton-based Navigation Protocol in 3D Sensor Networks. IEEE Transactions on Mobile Computing. 2018, 17(12): 2912-2924.
[IoT-J] Ping Zhao, Jie Li, Fanzi Zeng, Fu Xiao, Chen Wang*, Hongbo Jiang. ILLIA: Enabling k-Anonymity-Based Privacy Preserving against Location Injection Attacks in Continuous LBS Queries. IEEE Internet of Things Journal. 2018, 5(2): 1033-1042.
[JSEN] Kongyang Chen, Chen Wang*, Zhimeng Yin, Hongbo Jiang, Guang Tan. Slide: Towards Fast and Accurate Mobile Fingerprinting for Wi-Fi Indoor Positioning Systems. IEEE Sensors Journal, 2018, 18(3): 1213-1223.
[TMC] Chen Wang, Hongzhi Lin, Rui Zhang, Hongbo Jiang. SEND: A Situation-Aware Emergency Navigation Algorithm with Sensor Networks. IEEE Transactions on Mobile Computing, 2017, 16(4): 1149-1162.
[TMC] Chen Wang, Hongzhi Lin, Hongbo Jiang. CANS: Towards Congestion-Adaptive and Small Stretch Emergency Navigation with Wireless Sensor Networks. IEEE Transactions on Mobile Computing, 2016, 15(5): 1077-1089.
[ToN] Chen Wang, Hongbo Jiang, Tianlong Yu, John C.S. Lui. SLICE: Enabling Greedy Routing in High Genus 3-D WSNs With General Topologies. IEEE/ACM Transactions on Networking, 2016, 24(4): 2472-2484.
[TOSN] Chen Wang, Wei Wei, Hongzhi Lin, Hongbo Jiang, John C.S. Lui. BLOW-UP: Towards Distributed and Scalable Space Filling Curve Construction in 3D Volumetric WSNs. ACM Transactions on Sensor Networks, 2016, 12(4): 30:1-30:20.
[TOSN] Chen Wang, Hongbo Jiang, Yan Dong. Connectivity-based Space Filling Curve Construction Algorithms in High Genus 3D Surface WSNs. ACM Transactions on Sensor Networks, 2016, 12(3): 22:1-22:29.
[WINE] Chen Wang, Hongzhi Lin, Hongbo Jiang. Trajectory-based Multi-dimensional Outlier Detection in Wireless Sensor Networks using Hidden Markov Models. Springer Wireless Networks, 2014, 20(8): 2409-2418.
Conference Papers
[IWQoS] Gaoyang Liu, Xiaoqiang Ma, Yang Yang, Chen Wang*, Jiangchuan Liu. FedEraser: Enabling Efficient Client-Level Data Removal from Federated Learning Models. In Proc. of 29th IEEE/ACM International Symposium on Quality of Service, Tokyo, Japan (Virtual Conference), 2021.
[ISPA] Ruxue Wen, Wenqing Cheng, Haojun Huang, Wang Miao, Chen Wang*. Privacy Preserving Trajectory Data Publishing with Personalized Differential Privacy. In Proc. of 18th IEEE International Symposium on Parallel and Distributed Processing with Applications, Exeter, UK, 2020.
[IUCC] Fengxiang Ding, Xiaoqiang Ma, Yang Yang, Chen Wang*. User Identity Linkage across Location-Based Social Networks with Spatio-Temporal Check-in Patterns. In Proc. of 19th International Conference on Ubiquitous Computing and Communications, Exeter, UK, 2020.
[MDM] Gaoyang Liu, Rui Zhang, Chen Wang*, Ling Liu. Synchronization-Free GPS Spoofing Detection with Crowdsourced Air Traffic Control Data. In Proc. of 20th IEEE International Conference on Mobile Data Management, Hong Kong, China, 2019.
[MDM] Rui Zhang, Peng Xie, Hongbo Jiang, Chen Wang, Zhu Xiao, Ling Liu. Clustering Noisy Trajectories via Robust Deep Attention Auto-encoders. In Proc. of 20th IEEE International Conference on Mobile Data Management, Hong Kong, China, 2019.
[HPCC] Rui Zhang, Jiming Guo, Hongbo Jiang, Peng Xie, Chen Wang. Multi-Task Learning for Location Prediction with Deep Multi-model Ensembles. In Proc. of 21st IEEE International Conference on High Performance Computing and Communications, Zhangjiajie, China, 2019.
[TURC] Rui Zhang, Jiming Guo, Yueqi Zhou, Hongbo Jiang and Chen Wang. traj2bits: Indexing Trajectory Data for Efficient Qery. In Proc. of ACM SIGMOBILE CHINA Symposium, in conjunction with ACM Turing Celebration Conference - China, Chengdu, China, 2019.
[HPCC] Ping Zhao, Hongbo Jiang, Chen Wang*, Haojun Huang. Non-Asymptotic Bound on the Performance of k-Anonymity against Inference Attacks. In Proc. of 20th IEEE International Conference on High Performance Computing and Communications, Exeter, UK, 2018.
[INFOCOM] Chen Wang, Hongbo Jiang. SURF: A Connectivity-based Space Filling Curve Construction Algorithm in High Genus 3D Surface WSNs. In Proc. of 34th IEEE International Conference on Computer Communications, Hong Kong, China, 2015.
[ICON] Chen Wang, Yanjun Fang, Hongmei Zhang. On Optimizing the Transmission Power of Multi-hop Underwater Acoustic Networks. In Proc. of 18th IEEE International Conference on Networks, Singapore, 2012. (Supported by the Graduate Research Travel Grant of Wuhan University)
Scientific Research Projects:
National Natural Science Foundation of China (General Program), No.61872416, Principle Investigator, 2019.1 – 2022.12
Fundamental Research Funds for the Central Universities of China, No.2019kfyXJJS017, Principle Investigator, 2018.1 – 2020.12
National Natural Science Foundation of China (Youth Program), No.61502192, Principle Investigator, 2016.1 – 2018.12
China Postdoctoral Science Foundation (Special Grant), No.2017T100556, Principle Investigator, 2017.6 – 2017.12
China Postdoctoral Science Foundation (General Program, First Class), No.2014M560608, Principle Investigator, 2014.9 – 2017.9
CCF-Tencent Rhino-Bird Creativity Fund, No.IAGR20160111, Principle Investigator, 2016.9 – 2017.8
Awards and Honors:
Excellent Undergraduate Class Advisor, Student Affairs Department, HUST, 2019-2020
IEEE / ACM / CCF Senior Member
Yellow Crane Talents (Excellent Young Scholar), Wuhan Municipal Government, 2019
Top Peer Reviewer Award, Web of Science Group, Clarivate Analytics, 2019
Natural Science Award (Second Prize, 3/3), Hunan Provincial Government, 2018
100 Representative Grantees, China Postdoctoral Science Foundation, 2018
Distinguished ACM China Lecturer, ACM TURC 2017
