Digital Scapegoat: An Incentive Deception Model for Resisting Unknown APT Stealing Attacks on Critical Data Resource.

Zhenyu Cheng 0001 University of Chinese Academy of Sciences, Beijing, China https://orcid.org/0000-0003-3292-7428 Zhenyu Cheng Zhenyu Cheng 0002 University of Waterloo, Department of Biology, Waterloo, ON, Canada https://orcid.org/0000-0002-7240-9126 https://www.wikidata.org/entity/Q61072639 Zhenyu Cheng 0003 University of Tokyo, Department of Electrical Engineering and Information Systems, Japan https://orcid.org/0009-0007-5580-5980 Zhenyu Cheng 0004 Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology, China

Xiaochun Yun Guangjun Wu Shuhao Li Qige Song Zixian Tang Zhenyu Cheng 0001 Digital Scapegoat: An Incentive Deception Model for Resisting Unknown APT Stealing Attacks on Critical Data Resource. 10699-10714 2025 20 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2025.3611653 db/journals/tifs/tifs20.html#YunWLSTC25 streams/journals/tifs

Hongbo Xu Chengxiang Si Shuhao Li Zhenyu Cheng 0001 Chenxu Wang 0006 Jiang Xie 0004 Peishuai Sun Qingyun Liu 0001 FlowMiner: A Powerful Model Based on Flow Correlation Mining for Encrypted Traffic Classification. 1-10 2025 INFOCOM https://doi.org/10.1109/INFOCOM55648.2025.11044724 conf/infocom/2025 db/conf/infocom/infocom2025.html#XuSL0W0S025 Ziang Li Chengxiang Si Zhenyu Cheng 0001 Zero in on the Target: A Composite Robust Model for Retrieving Information in Traffic Data to Discover Network Attacks. 2016-2025 2025 ACM Multimedia https://doi.org/10.1145/3746027.3755615 conf/mm/2025 db/conf/mm/mm2025.html#LiS025 Ziang Li Jie Xu Zhenyu Cheng 0001 Tianning Zang IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework. 582-587 2024 CSCWD https://doi.org/10.1109/CSCWD61410.2024.10579986 conf/cscwd/2024 db/conf/cscwd/cscwd2024.html#LiX0Z24 Hongbo Xu Zhenyu Cheng 0001 Shuhao Li Chenxu Wang 0006 Peishuai Sun Jiang Xie 0004 Qingyun Liu 0001 ProxyKiller: An Anonymous Proxy Traffic Attack Model Based on Traffic Behavior Graphs. 162-181 2024 ESORICS (2) https://doi.org/10.1007/978-3-031-70890-9_9 conf/esorics/2024-2 db/conf/esorics/esorics2024-2.html#XuCLWSXL24 streams/conf/esorics Peishuai Sun Chengxiang Si Shuhao Li Zhenyu Cheng 0001 Shuyuan Zhao Qingyun Liu 0001 A Targeted Adversarial Attack Method for Multi-Classification Malicious Traffic Detection. 4765-4769 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10446008 conf/icassp/2024 db/conf/icassp/icassp2024.html#SunSL0ZL24 Ziang Li Chengxiang Si Zhenyu Cheng 0001 Shuyuan Zhao Yong Ding MLMTD: A Multi-Layer Malicious Traffic Detection Model Based on Multi-Branch Octave Convolution and Attention Mechanism. 4880-4884 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10448051 conf/icassp/2024 db/conf/icassp/icassp2024.html#LiS0ZD24 Ziang Li Chengxiang Si Zhenyu Cheng 0001 Shuyuan Zhao Yong Ding MTDM-MS: A Malicious Traffic Detection Model Based on Multi-Category Signals. 1-6 2024 ICME https://doi.org/10.1109/ICME57554.2024.10687610 conf/icmcs/2024 db/conf/icmcs/icme2024.html#LiS0ZD24

Peishuai Sun Shuhao Li Jiang Xie 0004 Hongbo Xu Zhenyu Cheng 0001 Rong Yang GPMT: Generating practical malicious traffic based on adversarial attacks with little prior knowledge. 103257 2023 130 Comput. Secur. https://doi.org/10.1016/j.cose.2023.103257 db/journals/compsec/compsec130.html#SunL0X0Y23

Changbo Tian Shuyuan Zhao Zhenyu Cheng 0001 AntCom: An effective and efficient anti-tracking system with dynamic and asymmetric communication channel. 103700 2023 September 218 J. Netw. Comput. Appl. https://doi.org/10.1016/j.jnca.2023.103700 db/journals/jnca/jnca218.html#TianZC23

Ziang Li Yafei Sang Zhenyu Cheng 0001 Tianning Zang Shuyuan Zhao Han Wang TCCN: A Network Traffic Classification and Detection Model Based on Capsule Network. 2319-2324 2023 ICC https://doi.org/10.1109/ICC45041.2023.10278688 conf/icc/2023 db/conf/icc/icc2023.html#LiSCZZW23 Ziang Li Zhenyu Cheng 0001 Tianning Zang Yijie Li MTCD-Model: A Two-Layer Model for Malicious Traffic Classification and Detection Based on Hierarchical Feature Learning. 1-8 2023 IJCNN https://doi.org/10.1109/IJCNN54540.2023.10191219 conf/ijcnn/2023 db/conf/ijcnn/ijcnn2023.html#LiCZL23 Hongbo Xu Shuhao Li Zhenyu Cheng 0001 Rui Qin Jiang Xie 0004 Peishuai Sun VT-GAT: A Novel VPN Encrypted Traffic Classification Model Based on Graph Attention Neural Network. 437-456 2022 CollaborateCom (2) https://doi.org/10.1007/978-3-031-24386-8_24 conf/colcom/2022-2 db/conf/colcom/colcom2022-2.html#XuL0Q0S22 Hongbo Xu Shuhao Li Zhenyu Cheng 0001 Rui Qin Jiang Xie 0004 Peishuai Sun TrafficGCN: Mobile Application Encrypted Traffic Classification Based on GCN. 891-896 2022 GLOBECOM https://doi.org/10.1109/GLOBECOM48099.2022.10000658 conf/globecom/2022 db/conf/globecom/globecom2022.html#XuL0Q0S22 Zhenyu Cheng 0001 Xiaochun Yun Shuhao Li Jinbu Geng Rui Qin Li Fan DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph. 345-359 2022 ICCS (1) https://doi.org/10.1007/978-3-031-08751-6_25 conf/iccS/2022-1 db/conf/iccS/iccS2022-1.html#ChengYLGQF22 Jinbu Geng Zhenyu Cheng 0001 Zhicheng Liu Shuhao Li Rui Qin HNOP: Attack Traffic Detection Based on Hierarchical Node Hopping Features of Packets. 431-444 2022 ICCS (1) https://doi.org/10.1007/978-3-031-08751-6_31 conf/iccS/2022-1 db/conf/iccS/iccS2022-1.html#GengCLLQ22 Jinbu Geng Shuhao Li Zhicheng Liu Zhenyu Cheng 0001 Li Fan Effective Malicious URL Detection by Using Generative Adversarial Networks. 341-356 2022 ICWE https://doi.org/10.1007/978-3-031-09917-5_23 conf/icwe/2022 db/conf/icwe/icwe2022.html#GengLLCF22 Peishuai Sun Shuhao Li Jiang Xie 0004 Hongbo Xu Zhenyu Cheng 0001 Rui Qin RAAM: A Restricted Adversarial Attack Model with Adding Perturbations to Traffic Features. 126-141 2022 SEC https://doi.org/10.1007/978-3-031-06975-8_8 conf/sec/2022 db/conf/sec/sec2022.html#SunL0X0Q22 Jinbu Geng Shuhao Li Yongzheng Zhang 0002 Zhicheng Liu Zhenyu Cheng 0001 LIFH: Learning Interactive Features from HTTP Payload using Image Reconstruction. 1-6 2021 ICC https://doi.org/10.1109/ICC42927.2021.9500842 conf/icc/2021 db/conf/icc/icc2021.html#GengL0L021 Zhicheng Liu Shuhao Li Yongzheng Zhang 0002 Xiaochun Yun Zhenyu Cheng 0001 Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks. 1-7 2020 ISCC https://doi.org/10.1109/ISCC50000.2020.9219561 conf/iscc/2020 db/conf/iscc/iscc2020.html#LiuL0Y020 Zhenyu Cheng 0001 Xunxun Chen Yongzheng Zhang 0002 Shuhao Li Jian Xu 0010 MURITE-Detector: Identifying User-Role in Information Theft Events of Mobile Network. 232-239 2019 TrustCom/BigDataSE https://doi.org/10.1109/TrustCom/BigDataSE.2019.00039 conf/trustcom/2019 db/conf/trustcom/trustcom2019.html#ChengC0L019 Jian Xu 0010 Xiaochun Yun Yongzheng Zhang 0002 Zhenyu Cheng 0001 Important Member Discovery of Attribution Trace Based on Relevant Circle (Short Paper). 222-232 2018 CollaborateCom https://doi.org/10.1007/978-3-030-12981-1_16 conf/colcom/2018 db/conf/colcom/colcom2018.html#0010Y0C18 Zhenyu Cheng 0001 Xunxun Chen Yongzheng Zhang 0002 Shuhao Li Jian Xu 0010 MUI-defender: CNN-Driven, Network Flow-Based Information Theft Detection for Mobile Users. 329-345 2018 CollaborateCom https://doi.org/10.1007/978-3-030-12981-1_23 conf/colcom/2018 db/conf/colcom/colcom2018.html#ChengC0L018 Jian Xu 0010 Xiaochun Yun Yongzheng Zhang 0002 Zhenyu Cheng 0001 Community Discovery of Attribution Trace Based on Deep Learning Approach. 342-357 2018 ICICS https://doi.org/10.1007/978-3-030-01950-1_20 conf/icics/2018 db/conf/icics/icics2018.html#XuY0C18 Zhenyu Cheng 0001 Xunxun Chen Yongzheng Zhang 0002 Shuhao Li Yafei Sang Detecting Information Theft Based on Mobile Network Flows for Android Users. 1-10 2017 NAS https://doi.org/10.1109/NAS.2017.8026853 https://doi.ieeecomputersociety.org/10.1109/NAS.2017.8026853 conf/nas/2017 db/conf/nas/nas2017.html#ChengC0LS17 Jian Xu 0010 Xiaochun Yun Yongzheng Zhang 0002 Yafei Sang Zhenyu Cheng 0001 NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis. 691-698 2017 TrustCom/BigDataSE/ICESS https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.301 https://doi.ieeecomputersociety.org/10.1109/Trustcom/BigDataSE/ICESS.2017.301 conf/trustcom/2017 db/conf/trustcom/trustcom2017.html#XuY0SC17 Xunxun Chen Yong Ding Li Fan Jinbu Geng Shuhao Li Yijie Li Ziang Li Qingyun Liu 0001 Zhicheng Liu Rui Qin Yafei Sang Chengxiang Si Qige Song Peishuai Sun Zixian Tang Changbo Tian Chenxu Wang 0006 Han Wang Guangjun Wu Jiang Xie 0004 Hongbo Xu Jian Xu 0010 Jie Xu Rong Yang Xiao-chun YunXiaochun Yun Tianning Zang Yongzheng Zhang 0002 Shuyuan Zhao