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Guang Cheng 0001

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affiliation: Southeast University, School of Cyber Science and Engineering, Jiangsu Provincial Key Laboratory of Computer Network Technology, Nanjing, China

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2025
[j81]
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Yan Chen, Xiaoyan Hu, Xinghai Chen, Guang Cheng, Ruidong Li, Hua Wu:
BTG-RF: Recognizing Douyin payment behaviors based on behavioral traffic graph analysis. Comput. Networks 269: 111385 (2025)
[j80]
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XianLong Dai, Guang Cheng, Li Deng, Ziyang Yu, Zihan Chen, Xuman Zhang, Bingjie Duan, Yuheng Li:
ITD: A novel measure for detecting portable hotspot devices in modern cyberspace. Comput. Networks 271: 111549 (2025)
[j79]
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Jinfeng Chen, Hua Wu, Xiaohui Wang, Suyue Wang, Guang Cheng, Xiaoyan Hu:
IEA-DMS: An Interpretable feature-driven, Efficient and Accurate Detection Method for Slow HTTP DoS in high-speed networks. Comput. Secur. 150: 104291 (2025)
[j78]
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Yali Yuan, Jian Ge, Guang Cheng:
DeMarking: A defense for network flow watermarking in real-time. Comput. Secur. 152: 104355 (2025)
[j77]
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Yali Yuan, Weiyi Zou, Guang Cheng:
Attack smarter: Attention-driven fine-grained webpage fingerprinting attacks. Comput. Secur. 158: 104643 (2025)
[j76]
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Nan Fu, Guang Cheng, Yue Teng, Guangye Dai, Shui Yu, Zihan Chen:
Intelligent Root Cause Localization in MicroService Systems: A Survey and New Perspectives. ACM Comput. Surv. 57(12): 325:1-325:37 (2025)
[j75]
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Ruiqi Huang, Hua Wu, Xiaohui Wang, Guang Cheng, Xiaoyan Hu:
The secret behind instant messaging: video identification attack against complex protocols. Cybersecur. 8(1): 13 (2025)
[j74]
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Yali Yuan, Jian Ge, Guang Cheng:
A network flow fingerprinting method with adaptive embedding strength. Cybersecur. 8(1): 73 (2025)
[j73]
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  - journals/fcsc/QiYMZJMC25
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Shengyuan Qi, Lin Yang, Linru Ma, Yuyang Zhou, Shanqing Jiang, Lianxiao Meng, Guang Cheng:
A network integrated performance evaluation method based on multi-attribute decisions of topology and traffic. Frontiers Comput. Sci. 19(11): 1911504 (2025)
[j72]
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Mengli Wei, Wenwu Yu, Duxin Chen, Mingyu Kang, Guang Cheng:
Privacy Distributed Constrained Optimization Over Time-Varying Unbalanced Networks and Its Application in Federated Learning. IEEE CAA J. Autom. Sinica 12(2): 335-346 (2025)
[j71]
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Yali Yuan, Weiyi Zou, Guang Cheng:
MW3F: Improved multi-tab website fingerprinting attacks with Transformer-based feature fusion. J. Netw. Comput. Appl. 236: 104125 (2025)
[j70]
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Yali Yuan, Runke Li, Guang Cheng:
FDGAT-WTA: A dynamic detection model for web tracking and advertising based on improved graph attention networks. J. Netw. Comput. Appl. 241: 104178 (2025)
[j69]
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Nan Fu, Guang Cheng, Guangye Dai, Hantao Mei, Xing Qiu, Yue Teng:
A failure analysis framework to provide pure anomalous data using multi-source data of fault-sensitive microservices. J. Syst. Softw. 230: 112513 (2025)
[j68]
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Xueji Yang, Fei Tong, Fang Jiang, Guang Cheng:
A Lightweight and Dynamic Open-Set Intrusion Detection for Industrial Internet of Things. IEEE Trans. Inf. Forensics Secur. 20: 2930-2943 (2025)
[j67]
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Xiaoyu Cheng, Fei Tong, Zhe Zhou, Fang Jiang, Hongyu Wang, Guang Cheng, Yuxing Mao:
SCSGuardian: A Practical Hardware Defense Against Speculative Cache Side-Channel Attacks. IEEE Trans. Inf. Forensics Secur. 20: 8833-8847 (2025)
[j66]
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Fei Tong, Zihao Li, Guang Cheng, Yujian Zhang, Heng Li:
sBugChecker: A Systematic Framework for Detecting Solidity Compiler-Introduced Bugs. IEEE Trans. Inf. Forensics Secur. 20: 9760-9775 (2025)
[j65]
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Yuanhang Zhou, Fei Tong, Chunming Kong, Shibo He, Guang Cheng:
Towards Efficient, Robust, and Privacy-Preserving Incentives for Crowdsensing via Blockchain. IEEE Trans. Mob. Comput. 24(8): 7136-7151 (2025)
[j64]
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Yuyang Zhou, Guang Cheng, Zhi Ouyang, Zongyao Chen:
Resource-Efficient Low-Rate DDoS Mitigation With Moving Target Defense in Edge Clouds. IEEE Trans. Netw. Serv. Manag. 22(1): 168-186 (2025)
[j63]
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Yali Yuan, Yangyang Du, Guang Cheng:
Class Incremental Website Fingerprinting Attack Based on Dynamic Expansion Architecture. IEEE Trans. Netw. Serv. Manag. 22(2): 1955-1971 (2025)
[j62]
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  - journals/ton/Mei0Y25
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Hantao Mei, Guang Cheng, Yali Yuan:
High Precision and Efficient Anonymous Traffic Classification in the Real-World. IEEE Trans. Netw. 33(3): 966-981 (2025)
2024
[j61]
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Jie Cao, Yuwei Xu, Enze Yu, Qiao Xiang, Kehui Song, Liang He, Guang Cheng:
GateKeeper: An UltraLite malicious traffic identification method with dual-aspect optimization strategies on IoT gateways. Comput. Networks 250: 110556 (2024)
[j60]
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Dandan Niu, Guang Cheng, Zihan Chen, Xing Qiu:
Video stalling identification for web live streaming under HTTP-FLV. Comput. Networks 254: 110714 (2024)
[j59]
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Xiaoyan Hu, Di Li, Miao Li, Guang Cheng, Ruidong Li, Hua Wu:
AHDom: Algorithmically generated domain detection using attribute heterogeneous graph neural network. Comput. Networks 254: 110770 (2024)
[j58]
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Suyue Wang, Hua Wu, Guang Cheng, Xiaoyan Hu, Jing Ren:
SD-MDN-TM: A traceback and mitigation integrated mechanism against DDoS attacks with IP spoofing. Comput. Networks 254: 110793 (2024)
[j57]
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  - journals/dcan/HuGCLW24
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Xiaoyan Hu, Meiqun Gui, Guang Cheng, Ruidong Li, Hua Wu:
Multi-class Bitcoin mixing service identification based on graph classification. Digit. Commun. Networks 10(6): 1881-1893 (2024)
[j56]
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Fangyuan Xing, Fei Tong, Jialong Yang, Guang Cheng, Shibo He:
RAM: A Resource-Aware DDoS Attack Mitigation Framework in Clouds. IEEE Trans. Cloud Comput. 12(4): 1387-1400 (2024)
[j55]
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Fei Tong, Yuanhang Zhou, Kaiming Wang, Guang Cheng, Jianyu Niu, Shibo He:
A Privacy-Preserving Incentive Mechanism for Mobile Crowdsensing Based on Blockchain. IEEE Trans. Dependable Secur. Comput. 21(6): 5071-5085 (2024)
[j54]
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  - journals/tifs/ZhouCYCH24
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Yuyang Zhou, Guang Cheng, Shui Yu, Zongyao Chen, Yujia Hu:
MTDroid: A Moving Target Defense-Based Android Malware Detector Against Evasion Attacks. IEEE Trans. Inf. Forensics Secur. 19: 6377-6392 (2024)
[j53]
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Hua Wu, Yujie Liu, Guang Cheng, Xiaoyan Hu:
RT-CBCH: Real-Time VPN Traffic Service Identification Based on Sampled Data in High-Speed Networks. IEEE Trans. Netw. Serv. Manag. 21(1): 88-107 (2024)
[j52]
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Zihan Chen, Guang Cheng, Zijun Wei, Dandan Niu, Nan Fu:
Classify Traffic Rather Than Flow: Versatile Multi-Flow Encrypted Traffic Classification With Flow Clustering. IEEE Trans. Netw. Serv. Manag. 21(2): 1446-1466 (2024)
2023
[j51]
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Hua Wu, Ziling Shao, Fuhao Yang, Guang Cheng, Xiaoyan Hu, Jing Ren, Wei Wang:
PD-CPS: A practical scheme for detecting covert port scans in high-speed networks. Comput. Networks 231: 109825 (2023)
[j50]
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Yuwei Xu, Jie Cao, Kehui Song, Qiao Xiang, Guang Cheng:
FastTraffic: A lightweight method for encrypted traffic fast classification. Comput. Networks 235: 109965 (2023)
[j49]
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Yuwei Xu, Jie Cao, Kehui Song, Qiao Xiang, Guang Cheng:
Corrigendum to "FastTraffic: A lightweight method for encrypted traffic fast classification" [Computer Networks, Volume 235, November 2023, 109965]. Comput. Networks 237: 110098 (2023)
[j48]
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Xiaoyan Hu, Zhuozhuo Shu, Zhongqi Tong, Guang Cheng, Ruidong Li, Hua Wu:
Fine-grained Ethereum behavior identification via encrypted traffic analysis with serialized backward inference. Comput. Networks 237: 110110 (2023)
[j47]
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Hua Wu, Weina Li, Xiying Chen, Guang Cheng, Xiaoyan Hu, Youqiong Zhuang:
Batch classifier with adaptive update for backbone traffic classification. Comput. Commun. 202: 57-72 (2023)
[j46]
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Nan Fu, Guang Cheng, Xinyue Su:
Accurate compressed traffic detection via traffic analysis using Graph Convolutional Network based on graph structure feature. Comput. Commun. 207: 128-139 (2023)
[j45]
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Tian Qin, Guang Cheng, Yichen Wei, Zifan Yao:
Hier-SFL: Client-edge-cloud collaborative traffic classification framework based on hierarchical federated split learning. Future Gener. Comput. Syst. 149: 12-24 (2023)
[j44]
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Xiaoyan Hu, Cheng Zhu, Guang Cheng, Ruidong Li, Hua Wu, Jian Gong:
A Deep Subdomain Adaptation Network With Attention Mechanism for Malware Variant Traffic Identification at an IoT Edge Gateway. IEEE Internet Things J. 10(5): 3814-3826 (2023)
[j43]
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Yuyu Zhao, Guang Cheng, Chunxiang Liu, Zihan Chen, Donglai Xu:
Snapshot for Power Grids IoT: Adaptive Measurement for Resilience Intelligent Internet of Things. IEEE Internet Things J. 10(16): 14084-14101 (2023)
[j42]
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Ziqiang Wang, Ke Xu, Guang Cheng, Xiaoliang Wang, Shenglin Jiang, Yi Cai:
A Negotiation-Based Scheme for Interconnecting Heterogeneous Networks With Enhanced Services. IEEE Netw. 37(5): 190-196 (2023)
[j41]
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Xiaoyan Hu, Weicheng Zhou, Jun Yin, Guang Cheng, Shen Yan, Hua Wu:
Towards verifiable and privacy-preserving account model on a consortium blockchain based on zk-SNARKs. Peer Peer Netw. Appl. 16(4): 1834-1851 (2023)
[j40]
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Yuyu Zhao, Guang Cheng, Yongning Tang:
SINT: Toward a Blockchain-Based Secure In-Band Network Telemetry Architecture. IEEE Trans. Inf. Forensics Secur. 18: 2667-2682 (2023)
[j39]
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Xiaoyan Hu, Hao Chen, Miao Li, Guang Cheng, Ruidong Li, Hua Wu, Yali Yuan:
ReplaceDGA: BiLSTM-Based Adversarial DGA With High Anti-Detection Ability. IEEE Trans. Inf. Forensics Secur. 18: 4406-4421 (2023)
[j38]
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Xiaoyan Hu, Wenjie Gao, Guang Cheng, Ruidong Li, Yuyang Zhou, Hua Wu:
Toward Early and Accurate Network Intrusion Detection Using Graph Embedding. IEEE Trans. Inf. Forensics Secur. 18: 5817-5831 (2023)
[j37]
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Hua Wu, Ya Liu, Shanshan Ni, Guang Cheng, Xiaoyan Hu:
LossDetection: Real-Time Packet Loss Monitoring System for Sampled Traffic Data. IEEE Trans. Netw. Serv. Manag. 20(1): 30-45 (2023)
[j36]
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Dandan Niu, Guang Cheng, Zihan Chen:
TDS-KRFI: Reference Frame Identification for Live Web Streaming Toward HTTP Flash Video Protocol. IEEE Trans. Netw. Serv. Manag. 20(4): 4198-4215 (2023)
[j35]
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Ziling Shao, Tingzheng Chen, Guang Cheng, Xiaoyan Hu, Weina Li, Hua Wu:
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing. IEEE Trans. Netw. Serv. Manag. 20(4): 4964-4981 (2023)
[j34]
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Hua Wu, Xin Li, Gang Wang, Guang Cheng, Xiaoyan Hu:
Resolution Identification of Encrypted Video Streaming Based on HTTP/2 Features. ACM Trans. Multim. Comput. Commun. Appl. 19(2): 73:1-73:23 (2023)
2022
[j33]
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Xiaoyan Hu, Xiaoyi Song, Guang Cheng, Hua Wu, Jian Gong:
Efficient sharing of privacy-preserving sensing data on consortium blockchain via group key agreement. Comput. Commun. 194: 44-54 (2022)
[j32]
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Shanqing Jiang, Lin Yang, Guang Cheng, Xianming Gao, Tao Feng, Yuyang Zhou:
A quantitative framework for network resilience evaluation using Dynamic Bayesian Network. Comput. Commun. 194: 387-398 (2022)
[j31]
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Zihan Chen, Guang Cheng, Ziheng Xu, Shuyi Guo, Yuyang Zhou, Yuyu Zhao:
Length matters: Scalable fast encrypted internet traffic service classification based on multiple protocol data unit length sequence with composite deep learning. Digit. Commun. Networks 8(3): 289-302 (2022)
[j30]
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Xiaoyan Hu, Cheng Zhu, Zhongqi Tong, Wenjie Gao, Guang Cheng, Ruidong Li, Hua Wu, Jian Gong:
Identifying Ethereum traffic based on an active node library and DEVp2p features. Future Gener. Comput. Syst. 132: 162-177 (2022)
[j29]
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Yujian Zhang, Yuhao Luo, Xing Chen, Fei Tong, Yuwei Xu, Jun Tao, Guang Cheng:
A Lightweight Authentication Scheme Based on Consortium Blockchain for Cross-Domain IoT. Secur. Commun. Networks 2022: 9686049:1-9686049:15 (2022)
[j28]
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Yuyang Zhou, Guang Cheng, Yuyu Zhao, Zihan Chen, Shanqing Jiang:
Toward Proactive and Efficient DDoS Mitigation in IIoT Systems: A Moving Target Defense Approach. IEEE Trans. Ind. Informatics 18(4): 2734-2744 (2022)
[j27]
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Ying Hu, Guang Cheng, Wenchao Chen, Bomiao Jiang:
Attribute-Based Zero-Shot Learning for Encrypted Traffic Classification. IEEE Trans. Netw. Serv. Manag. 19(4): 4583-4599 (2022)
2021
[j26]
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Yuyu Zhao, Guang Cheng, Yu Duan, Zhouchao Gu, Yuyang Zhou, Lu Tang:
Secure IoT edge: Threat situation awareness based on network traffic. Comput. Networks 201: 108525 (2021)
[j25]
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Xiaoyan Hu, Zechen Wang, Xiangjun Liu, Xinran Li, Guang Cheng, Jian Gong:
Exploring real-time super-resolution generative adversarial networks. Int. J. Sens. Networks 36(2): 85-96 (2021)
[j24]
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Hua Wu, Qiuyan Wu, Guang Cheng, Shuyi Guo, Xiaoyan Hu, Shen Yan:
SFIM: Identify user behavior based on stable features. Peer-to-Peer Netw. Appl. 14(6): 3674-3687 (2021)
[j23]
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Haibin Shi, Guang Cheng, Ying Hu, Fuzhou Wang, Haoxuan Ding:
RT-SAD: Real-Time Sketch-Based Adaptive DDoS Detection for ISP Network. Secur. Commun. Networks 2021: 9409473:1-9409473:10 (2021)
[j22]
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Yang Gao, Jun Tao, Yifan Xu, Zuyan Wang, Weice Sun, Guang Cheng:
CEBD: Contact-Evidence-Driven Blackhole Detection Based on Machine Learning in OppNets. IEEE Trans. Comput. Soc. Syst. 8(6): 1344-1356 (2021)
[j21]
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Yuyang Zhou, Guang Cheng, Shui Yu:
An SDN-Enabled Proactive Defense Framework for DDoS Mitigation in IoT Networks. IEEE Trans. Inf. Forensics Secur. 16: 5366-5380 (2021)
2020
[j20]
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Xiaoyan Hu, Shaoqi Zheng, Guoqiang Zhang, Lixia Zhao, Guang Cheng, Jian Gong, Ruidong Li:
An on-demand off-path cache exploration based multipath forwarding strategy. Comput. Networks 166 (2020)
[j19]
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Yuyang Zhou, Guang Cheng, Shanqing Jiang, Mian Dai:
Building an efficient intrusion detection system based on feature selection and ensemble classifier. Comput. Networks 174: 107247 (2020)
[j18]
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Ying Hu, Guang Cheng, Yongning Tang, Feng Wang:
A practical design of hash functions for IPv6 using multi-objective genetic programming. Comput. Commun. 162: 160-168 (2020)
[j17]
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Yuyang Zhou, Guang Cheng, Shanqing Jiang, Yuyu Zhao, Zihan Chen:
Cost-effective moving target defense against DDoS attacks using trilateral game and multi-objective Markov decision processes. Comput. Secur. 97: 101976 (2020)
[j16]
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Guang Cheng, Lixia Zhao, Xiaoyan Hu, Shaoqi Zheng, Hua Wu, Chengyu Fan:
A network-wide view-based detection and mitigation of a sophisticated Interest Flooding Attack. EURASIP J. Wirel. Commun. Netw. 2020(1): 144 (2020)
2019
[j15]
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Guang Cheng, Chunsheng Guo, Yongning Tang:
dptCry: an approach to decrypting ransomware WannaCry based on API hooking. CCF Trans. Netw. 2(3-4): 207-216 (2019)
[j14]
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Qingjun Xiao, Shigang Chen, Jia Liu, Guang Cheng, Junzhou Luo:
A Protocol for Simultaneously Estimating Moments and Popular Groups in a Multigroup RFID System. IEEE/ACM Trans. Netw. 27(1): 143-158 (2019)
[j13]
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Qingjun Xiao, Youlin Zhang, Shigang Chen, Min Chen, Jia Liu, Guang Cheng, Junzhou Luo:
Estimating Cardinality of Arbitrary Expression of Multiple Tag Sets in a Distributed RFID System. IEEE/ACM Trans. Netw. 27(2): 748-762 (2019)
2018
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Wubin Pan, Guang Cheng:
QoE Assessment of Encrypted YouTube Adaptive Streaming for Energy Saving in Smart Cities. IEEE Access 6: 25142-25156 (2018)
[j11]
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Xiaoyan Hu, Jian Gong, Guang Cheng, Guoqiang Zhang, Chengyu Fan:
Mitigating Content Poisoning With Name-Key Based Forwarding and Multipath Forwarding Based Inband Probe for Energy Management in Smart Cities. IEEE Access 6: 39692-39704 (2018)
2017
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Chengang Zhu, Guang Cheng, Kun Wang:
Big Data Analytics for Program Popularity Prediction in Broadcast TV Industries. IEEE Access 5: 24593-24601 (2017)
2016
[j9]
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Yongning Tang, Guang Cheng, Zhiwei Xu, Feng Chen, Khalid Elmansor, Yangxuan Wu:
Automatic belief network modeling via policy inference for SDN fault localization. J. Internet Serv. Appl. 7(1): 1:1-1:13 (2016)
[j8]
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Dinhtu Truong, Guang Cheng:
Detecting domain-flux botnet based on DNS traffic features in managed network. Secur. Commun. Networks 9(14): 2338-2347 (2016)
2015
[j7]
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Aiping Zhou, Guang Cheng, Xiaojun Guo, Dinhtu Truong, Chengang Zhu:
Heavy hitter identification based on adaptive sampling with mapreduce. Comput. Syst. Sci. Eng. 30(6) (2015)
2013
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Guang Cheng, Yongning Tang:
Line speed accurate superspreader identification using dynamic error compensation. Comput. Commun. 36(13): 1460-1470 (2013)
[j5]
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Guang Cheng, Yongning Tang:
PortView: identifying port roles based on port fuzzy macroscopic behavior. J. Internet Serv. Appl. 4(1): 9:1-9:12 (2013)
[j4]
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Yongning Tang, Guang Cheng, James T. Yu, Bin Zhang:
Catching modern botnets using active integrated evidential reasoning. J. Internet Serv. Appl. 4(1): 20:1-20:10 (2013)
2011
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Yongning Tang, Guang Cheng, Zhiwei Xu:
Probabilistic and reactive fault diagnosis for dynamic overlay networks. Peer-to-Peer Netw. Appl. 4(4): 439-452 (2011)
2008
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Guang Cheng, Jian Gong, Wei Ding, Hua Wu, ShiQiang Qiang:
Adaptive sampling algorithm for detection of superpoints. Sci. China Ser. F Inf. Sci. 51(11): 1804-1821 (2008)
2007
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Guang Cheng, Jian Gong:
A Resource-Efficient Flow Monitoring System. IEEE Commun. Lett. 11(6): 558-560 (2007)

Conference and Workshop Papers

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2025
[c111]
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Xing Qiu, Guang Cheng, Weizhou Zhu, Dandan Niu, Nan Fu:
Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation. AAAI 2025: 685-693
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Chenxing Zhang, Xiaoyan Hu, Xuanlin Pan, Guang Cheng, Ruidong Li, Hua Wu:
Accurate and Early Detection of Iot Malware Via Dns Traffic Analysis with Deep Learning. ICC 2025: 2665-2670
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Xuqiong Bian, Hua Wu, Qing Chen, Nan Hu, Guang Cheng, Xiaoyan Hu:
Encrypted Yet Leaking: Analyzing Side-Channel Vulnerabilities in Location Privacy of LBS. ICC 2025: 4957-4962
[c108]
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Xuman Zhang, Guang Cheng, Li Deng:
TetheGAN: A GAN-Based Synthetic Mobile Tethering Traffic Generating Framework. ICICS (3) 2025: 438-456
[c107]
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Haiyang Wei, Ligeng Chen, Zhengjie Du, Yuhan Wu, Haohui Huang, Yue Liu, Guang Cheng, Fengyuan Xu, Linzhang Wang, Bing Mao:
Unleashing the Power of LLM to Infer State Machine From the Protocol Implementation. IWQoS 2025: 1-10
2024
[c106]
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Yali Yuan, Yichao Wang, Guang Cheng:
ProfistMAC: A Protocol Finite State Machine Classifier via Graph Representation. ACISP (2) 2024: 350-369
[c105]
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Hangyu Zhao, Hua Wu, Xuqiong Bian, Songtao Liu, Guang Cheng, Xiaoyan Hu, Zhiyi Tian:
Unveiling the Unseen: Video Recognition Attacks on Social Software. ACISP (2) 2024: 412-432
[c104]
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  - conf/dappcon/AdhikariWLCT24
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Manish Adhikari, Feng Wang, Chung-Chih Li, Guang Cheng, Yongning Tang:
SDT: Towards a Blockchain-Based Secure Data Trading Application. DAPPS 2024: 45-50
[c103]
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Nan Hu, Hua Wu, Hangyu Zhao, Shanshan Ni, Guang Cheng:
Breaking Through the Diversity: Encrypted Video Identification Attack Based on QUIC Features. ESORICS (4) 2024: 166-186
[c102]
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Ke Ding, Xia Zhou, Xiaoyan Hu, Guang Cheng, Ruidong Li, Hua Wu:
Enhancing Unknown Encrypted Traffic Clustering with Self-Supervised Learning. GLOBECOM 2024: 7-12
[c101]
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Yuwei Xu, Hailang Cai, Jialuo Chen, Qiao Xiang, Jingdong Xu, Guang Cheng:
ZKCross: An Efficient and Reliable Cross-Chain Authentication Scheme Based on Lightweight Attribute-Based Zero-Knowledge Proof. ICA3PP (6) 2024: 57-77
[c100]
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Yuwei Xu, Junyu Zeng, Jie Cao, Shengjiang Dai, Qiao Xiang, Guang Cheng:
DataJudge: Cross-Chain Data Consistency Verification Based on Extended Merkle Hash Tree. ICA3PP (3) 2024: 111-121
[c99]
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Zehui Wu, Yuwei Xu, Ranfeng Huang, Xinhe Fan, Jingdong Xu, Guang Cheng:
BlockWhisper: A Blockchain-Based Hybrid Covert Communication Scheme with Strong Ability to Evade Detection. ICA3PP (1) 2024: 161-181
[c98]
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Hongyu Zhu, Sichu Liang, Wentao Hu, Fang-Qi Li, Yali Yuan, Shi-Lin Wang, Guang Cheng:
Improve Deep Forest with Learnable Layerwise Augmentation Policy Schedules. ICASSP 2024: 6660-6664
[c97]
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Yuwei Xu, Zhengxin Xu, Jie Cao, Rongrong Wang, Yali Yuan, Guang Cheng:
TorHunter: A Lightweight Method for Efficient Identification of Obfuscated Tor Traffic Through Unsupervised Pre-training. ICICS (2) 2024: 3-23
[c96]
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Yuwei Xu, Jiangfeng Li, Yujie Hou, Lei Wang, Kehui Song, Guang Cheng:
NuanceTracker: A Website Fingerprinting Attack against Tor Hidden Services through Burst patterns. ISCC 2024: 1-7
[c95]
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Yuwei Xu, Yunpeng Bai, Yuquan Zhang, Yige Song, Qiao Xiang, Guang Cheng:
Dual-view Traffic Identification for Open Source Proxy Software through Early Flows. ISPA 2024: 551-558
[c94]
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Jingwen Quan, Jiajia Du, Hua Wu, Guang Cheng, Xiaoyan Hu:
Efficient Short Video Identification Attack for Scenarios with Hybrid Transmission Modes and Preloading Mechanism. MSN 2024: 504-511
[c93]
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Yuanjie Zhao, Hua Wu, Liujinhan Chen, Songtao Liu, Guang Cheng, Xiaoyan Hu:
Identifying Video Resolution from Encrypted QUIC Streams in Segment-combined Transmission Scenarios. NOSSDAV 2024: 50-56
[c92]
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Yilin Zhu, Guang Cheng, Shunyu Zheng, Hantao Mei:
TOScorr: Transformer-based Flow Correlation Attack on Tor Onion Service. TrustCom 2024: 262-270
[c91]
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Yuwei Xu, Xiaotian Fang, Zhengxin Xu, Kehui Song, Yali Yuan, Guang Cheng:
M-ETC: Improving Multi-Task Encrypted Traffic Classification by Reducing Inter-Task Interference. TrustCom 2024: 271-278
[c90]
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Zhujie Guan, Mengmeng Tian, Yuwei Xu, Kehui Song, Guang Cheng:
WCDGA: BERT-Based and Character-Transforming Adversarial DGA with High Anti-Detection Ability. TrustCom 2024: 362-369
[c89]
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Yuwei Xu, Jiangfeng Li, Yujie Hou, Xinxu Huang, Yali Yuan, Guang Cheng:
TriViewNet: Achieve Accurate Tor Hidden Service Classification by Multi-View Feature Extraction and Fusion. TrustCom 2024: 559-566
[c88]
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Yuwei Xu, Zizhi Zhu, Chufan Zhang, Kehui Song, Guang Cheng:
A High-Accuracy Unknown Traffic Identification Method Based on Multi-View Contrastive Learning. TrustCom 2024: 691-698
[c87]
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Jie Cao, Zhengxin Xu, Yunpeng Bai, Yuwei Xu, Qiao Xiang, Guang Cheng:
Perturbing Vulnerable Bytes in Packets to Generate Adversarial Samples Resisting DNN-Based Traffic Monitoring. TrustCom 2024: 1015-1021
2023
[c86]
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Weiwei Zhu, Hua Wu, Jingwen Quan, Guang Cheng, Xiaoyan Hu:
Accurate Identification of Encrypted Videos in Asymmetric Routing Scenarios. APNOMS 2023: 310-313
[c85]
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Xiaoyan Hu, Yuxin Shi, Guang Cheng, Ruidong Li, Hua Wu, Gang Wang:
Towards Early and Accurate IoT Device-Type Identification with Global Attention Mechanism. GLOBECOM 2023: 3445-3450
[c84]
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Gang Wang, Hua Wu, Guang Cheng, Xiaoyan Hu, Yuxin Shi:
Website Fingerprinting with Packet Sampling: A More Realistic Approach in Real-World Networks. GLOBECOM 2023: 7103-7108
[c83]
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Xiaoyan Hu, Boquan Lin, Guang Cheng, Ruidong Li, Hua Wu:
Detecting Cryptomining Traffic Over an Encrypted Proxy Based on K-S Test. ICC 2023: 3787-3792
[c82]
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Xiaoyan Hu, Ning Li, Guang Cheng, Ruidong Li, Hua Wu:
A Novel Darknet Traffic Classification Method Based on Knowledge Graph with Dynamic Embedding Learning. ICC 2023: 3799-3804
[c81]
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Shiyue Liu, Hua Wu, Guang Cheng, Xiaoyan Hu:
Real-Time Phishing Detection Based on URL Multi-Perspective Features: Aiming at the Real Web Environment. ICC 2023: 3811-3816
[c80]
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Zhaoxu Ge, Hua Wu, Guang Cheng, Xiaoyan Hu:
NFlowGAN: High-Utility Privacy-Preserving Network Flow Synthesis Based on GAN. ICC 2023: 4057-4062
[c79]
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  - conf/icpads/XuWCXC23
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Yuwei Xu, Zehui Wu, Jie Cao, Jingdong Xu, Guang Cheng:
DarkTrans: A Blockchain-based Covert Communication Scheme with High Channel Capacity and Strong Concealment. ICPADS 2023: 675-682
[c78]
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Yichen Wei, Guang Cheng, Tian Qin, Zihan Chen:
A Hypernetwork-based Personalized Federated Learning Framework for Encrypted Traffic Classification. MSN 2023: 536-543
[c77]
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Yuhang Shan, Guang Cheng, Zihan Chen:
Identifying Fine-Grained Douyin User Behaviors via Analyzing Encrypted Network Traffic. MSN 2023: 868-875
[c76]
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Jinfeng Chen, Hua Wu, Suyue Wang, Guang Cheng, Xiaoyan Hu:
An Accurate and Real-Time Detection Method for Concealed Slow HTTP DoS in Backbone Network. SEC 2023: 207-221
[c75]
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Anting Lu, Hua Wu, Hao Luo, Guang Cheng, Xiaoyan Hu:
Real-Time Platform Identification of VPN Video Streaming Based on Side-Channel Attack. SEC 2023: 335-349
[c74]
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  - conf/securecomm/Liu0L0H23
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Songtao Liu, Hua Wu, Hao Luo, Guang Cheng, Xiaoyan Hu:
A Stable Fine-Grained Webpage Fingerprinting: Aiming at the Unstable Realistic Network. SecureComm (2) 2023: 167-188
[c73]
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  - conf/trustcom/XuF0YS023
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Yuwei Xu, Xiaotian Fang, Jie Cao, Rou Yu, Kehui Song, Guang Cheng:
Cerberus: Efficient OSPS Traffic Identification through Multi-Task Learning. TrustCom 2023: 504-511
[c72]
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Yuwei Xu, Zizhi Zhu, Yunpeng Bai, Lilanyi Wu, Kehui Song, Guang Cheng:
SharpEye: Identify mKCP Camouflage Traffic through Feature Optimization. TrustCom 2023: 1157-1164
2022
[c71]
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  - conf/apnoms/WuSCHS22
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Hua Wu, Yuping Sui, Guang Cheng, Xiaoyan Hu, Qinghua Shang:
Service classification of high-speed network traffic based on Two-Stage Clustering. APNOMS 2022: 1-6
[c70]
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Youqiong Zhuang, Hua Wu, Songtao Liu, Guang Cheng, Xiaoyan Hu:
HDS: A Hierarchical Scheme for Accurate and Efficient DDoS Flooding Attack Detection. APNOMS 2022: 1-6
[c69]
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Xiaoyan Hu, Yishu Gao, Guang Cheng, Hua Wu, Ruidong Li:
An Adversarial Learning-based Tor Malware Traffic Detection Model. GLOBECOM 2022: 74-79
[c68]
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Junchen Li, Guang Cheng, Zekun Jing, Haiyang Wei:
Private Protocol Traffic Identification Based on Sequence Statistical Fingerprint. GLOBECOM 2022: 1356-1361
[c67]
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Xiaoyan Hu, Yuelin Hu, Guang Cheng, Hua Wu, Yifei Qin, Jian Gong:
A Dynamic Access Control Model Based on Attributes and Intro VAE. GLOBECOM 2022: 1379-1384
[c66]
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Hua Wu, Ziling Shao, Guang Cheng, Xiaoyan Hu, Jing Ren, Wei Wang:
Detecting Slow Port Scans of Long Duration in High-Speed Networks. GLOBECOM 2022: 3405-3410
[c65]
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Xiaoyan Hu, Miao Li, Guang Cheng, Ruidong Li, Hua Wu, Jian Gong:
Towards Accurate DGA Detection based on Siamese Network with Insufficient Training Samples. ICC 2022: 2670-2675
[c64]
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  - conf/icc/0004ZC0H22
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Hua Wu, Xuange Zhang, Tingzheng Chen, Guang Cheng, Xiaoyan Hu:
IM-Shield: A Novel Defense System against DDoS Attacks under IP Spoofing in High-speed Networks. ICC 2022: 4168-4173
[c63]
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Hua Wu, Yujie Liu, Guang Cheng, Xiaoyan Hu:
Real-time Identification of VPN Traffic based on Counting Bloom Filter and Chained Hash Table from Sampled Data in High-speed Networks. ICC 2022: 5070-5075
[c62]
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Hua Wu, Chengfei Zhu, Guang Cheng, Xiaoyan Hu:
Real-time Application Identification of RTC Media Streams via Encrypted Traffic Analysis. ICCCN 2022: 1-10
[c61]
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Hua Wu, Chaoqun Cui, Guang Cheng, Xiaoyan Hu:
PSCM: Towards Practical Encrypted Unknown Protocol Classification. ISCC 2022: 1-6
[c60]
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Hua Wu, Xingmeng Fan, Guang Cheng, Xiaoyan Hu:
Identify IoT Devices from Backbone Networks Using Lightweight Neural Networks. LCN 2022: 140-148
[c59]
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Hua Wu, Rui Wang, Guang Cheng, Xiaoyan Hu:
Service-Based Identification of Highly Coupled Mobile Applications. LCN 2022: 279-282
[c58]
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  - conf/wasa/ZhaoCZZ22
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Deyu Zhao, Guang Cheng, Yuyu Zhao, Ruixing Zhu:
NT-RP: A High-Versatility Approach for Network Telemetry Based on FPGA Dynamic Reconfigurable Pipeline. WASA (3) 2022: 96-107
[c57]
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Zihan Chen, Guang Cheng, Zijun Wei, Ziheng Xu, Nan Fu, Yuyang Zhou:
Higher Layers, Better Results: Application Layer Feature Engineering in Encrypted Traffic Classification. WASA (2) 2022: 548-556
[c56]
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  - conf/wcnc/HuYCGYCL22
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Xiaoyan Hu, Jun Yin, Guang Cheng, Jian Gong, Lu Yang, Honggang Chen, Zhichao Liang:
Verifying Privacy-Preserving Financing Orders on a Consortium Blockchain Based on zk-SNARKs. WCNC 2022: 1527-1532
2021
[c55]
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Xiaoyan Hu, Zhuozhuo Shu, Xiaoyi Song, Guang Cheng, Jian Gong:
Detecting Cryptojacking Traffic Based on Network Behavior Features. GLOBECOM 2021: 1-6
[c54]
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Hua Wu, Tingzheng Chen, Ziling Shao, Guang Cheng, Xiaoyan Hu:
Accurate and Fast Detection of DDoS Attacks in High-Speed Network with Asymmetric Routing. GLOBECOM 2021: 1-6
[c53]
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Hua Wu, Lu Wang, Guang Cheng, Xiaoyan Hu:
Mobile Application Encryption Traffic Classification Based On TLS Flow Sequence Network. ICC Workshops 2021: 1-6
[c52]
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  - conf/infocom/TianGWS21
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Tian Qin, Guang Cheng, Wenchao Chen, Si Wu:
A Lightweight Residual Networks Framework for DDoS Attack Classification Based on Federated Learning. INFOCOM Workshops 2021: 1-6
[c51]
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Hua Wu, Xin Li, Guang Cheng, Xiaoyan Hu:
Monitoring Video Resolution of Adaptive Encrypted Video Traffic Based on HTTP/2 Features. INFOCOM Workshops 2021: 1-6
[c50]
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Hua Wu, Ya Liu, Guang Cheng, Xiaoyan Hu:
Real-time Packet Loss Detection for TCP and UDP Based on Feature-Sketch. INFOCOM Workshops 2021: 1-6
[c49]
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  - conf/iwqos/WuCCHZ21
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Hua Wu, Xiying Chen, Guang Cheng, Xiaoyan Hu, Youqiong Zhuang:
BCAC: Batch Classifier based on Agglomerative Clustering for traffic classification in a backbone network. IWQoS 2021: 1-10
[c48]
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Yuyu Zhao, Guang Cheng, Chunxiang Liu, Zihan Chen:
Snapshot for IoT: Adaptive Measurement for Multidimensional QoS Resources. IWQoS 2021: 1-10
[c47]
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  - conf/mass/GaoTWL021
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Yang Gao, Jun Tao, Zuyan Wang, Wenqiang Li, Guang Cheng:
Analytical Optimal Solution of Selfish Node Detection with 2-hop Constraints in OppNets. MASS 2021: 53-61
[c46]
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  - conf/msn/QinCCL21
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Tian Qin, Guang Cheng, Wenchao Chen, Xuan Lei:
FNEL: An Evolving Intrusion Detection System Based on Federated Never-Ending Learning. MSN 2021: 239-246
[c45]
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Xiaoyan Hu, Xiaoyi Song, Guang Cheng, Jian Gong, Lu Yang, Honggang Chen, Zhichao Liang:
Towards Efficient Co-audit of Privacy-Preserving Data on Consortium Blockchain via Group Key Agreement. MSN 2021: 494-501
[c44]
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  - conf/msn/MeiCGC21
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Hantao Mei, Guang Cheng, Wei Gao, Junqiang Chen:
Website Fingerprinting on Access network and Core Gateway. MSN 2021: 671-678
[c43]
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  - conf/msn/YuCCD21
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Yiwei Yu, Guang Cheng, Zihan Chen, Haoxuan Ding:
A DDoS protection method based on traffic scheduling and scrubbing in SDN. MSN 2021: 758-765
2020
[c42]
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  - conf/csse/WuGCZ20
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Hua Wu, Yu Gu, Guang Cheng, Yuyang Zhou:
Effectiveness Evaluation Method for Cyber Deception Based on Dynamic Bayesian Attack Graph. CSSE 2020: 1-9
[c41]
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  - conf/globecom/HuSZL0G20
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Xiaoyan Hu, Xiaoyi Song, Shaoqi Zheng, Ruidong Li, Guang Cheng, Jian Gong:
Towards Network Coding and Request Pipelining Enabled NDN for Big Data Transmission. GLOBECOM 2020: 1-6
[c40]
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Xiaoyan Hu, Jun Yin, Shaoqi Zheng, Ruidong Li, Guang Cheng, Jian Gong:
A Demand and Responsiveness-based Caching Strategy for Network Coding Enabled NDN. GLOBECOM 2020: 1-6
[c39]
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  - conf/infocom/WuYCG20
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Hua Wu, Zhenhua Yu, Guang Cheng, Shuyi Guo:
Identification of Encrypted Video Streaming Based on Differential Fingerprints. INFOCOM Workshops 2020: 74-79
[c38]
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  - conf/infocom/WuWCG20
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Hua Wu, Qiuyan Wu, Guang Cheng, Shuyi Guo:
Instagram User Behavior Identification Based on Multidimensional Features. INFOCOM Workshops 2020: 1111-1116
[c37]
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  dblp key:
  - conf/msn/ChenCJTGZ20
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Zihan Chen, Guang Cheng, Bomiao Jiang, Shuye Tang, Shuyi Guo, Yuyang Zhou:
Length Matters: Fast Internet Encrypted Traffic Service Classification based on Multi-PDU Lengths. MSN 2020: 531-538
[c36]
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  - conf/smds/WangTG020
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Feng Wang, Yongning Tang, Lixin Gao, Guang Cheng:
BC-Sketch: A Simple Reversible Sketch for Detecting Network Anomalies. SMDS 2020: 36-44
[c35]
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  dblp key:
  - conf/vtc/TongZTWSC20
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Fei Tong, Yujian Zhang, Jun Tao, Guanghui Wang, Xiufang Shi, Guang Cheng:
EPDC: An Enhanced Pipelined Data Collection MAC for Duty-Cycled Linear Sensor Networks. VTC Fall 2020: 1-5
[c34]
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  dblp key:
  - conf/vtc/ZhangTXTC20
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Yujian Zhang, Fei Tong, Yuwei Xu, Jun Tao, Guang Cheng:
A Privacy-Preserving Authentication Scheme for VANETs based on Consortium Blockchain. VTC Fall 2020: 1-6
2019
[c33]
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  - conf/cbd/HuLWLPC19
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Xiaoyan Hu, Xiangjun Liu, Zechen Wang, Xinran Li, Wenqiang Peng, Guang Cheng:
RTSRGAN: Real-Time Super-Resolution Generative Adversarial Networks. CBD 2019: 321-326
[c32]
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  - conf/ccs/ZhouCJHZC19
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Yuyang Zhou, Guang Cheng, Shanqing Jiang, Ying Hu, Yuyu Zhao, Zihan Chen:
A Cost-effective Shuffling Method against DDoS Attacks using Moving Target Defense. MTD@CCS 2019: 57-66
[c31]
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  - conf/cfi/HuZG0ZL19
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Xiaoyan Hu, Shaoqi Zheng, Jian Gong, Guang Cheng, Guoqiang Zhang, Ruidong Li:
Enabling Linearly Homomorphic Signatures in Network Coding-based Named Data Networking. CFI 2019: 2:1-2:4
[c30]
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Hua Wu, Guang Cheng, Xiaoyan Hu:
Inferring ADU Combinations from Encrypted QUIC Stream. CFI 2019: 4:1-4:6
[c29]
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  - conf/hpsr/TangW0X19
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Yongning Tang, Yangxuan Wu, Guang Cheng, Zhiwei Xu:
Intelligence Enabled SDN Fault Localization via Programmable In-band Network Telemetry. HPSR 2019: 1-6
[c28]
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  dblp key:
  - conf/icdcs/0001ZHZWLF19
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Guang Cheng, Lixia Zhao, Xiaoyan Hu, Shaoqi Zheng, Hua Wu, Ruidong Li, Chengyu Fan:
Detecting and Mitigating A Sophisticated Interest Flooding Attack in NDN from the Network-Wide View. NMIC@ICDCS 2019: 7-12
[c27]
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  dblp key:
  - conf/icnp/HuZZ0G19
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Xiaoyan Hu, Shaoqi Zheng, Lixia Zhao, Guang Cheng, Jian Gong:
Exploration and Exploitation of Off-path Cached Content in Network Coding Enabled Named Data Networking. ICNP 2019: 1-6
2018
[c26]
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  - conf/cfi/ChengH18
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Guang Cheng, Ying Hu:
Encrypted Traffic Identification Based on N-gram Entropy and Cumulative Sum Test. CFI 2018: 9:1-9:6
2017
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Guang Cheng, Jun Yu:
Adaptive Sampling for OpenFlow Network Measurement Methods. CFI 2017: 4:1-4:7
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Guang Cheng, Yongning Tang:
eOpenFlow: Software defined sampling via a highly adoptable OpenFlow extension. ICC 2017: 1-6
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Chengang Zhu, Guang Cheng, Kun Wang:
Program Popularity Prediction Approach for Internet TV Based on Trend Detecting. INISCOM 2017: 142-154
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Wubin Pan, Guang Cheng, Yongning Tang:
WENC: HTTPS Encrypted Traffic Classification Using Weighted Ensemble Learning and Markov Chain. TrustCom/BigDataSE/ICESS 2017: 50-57
2016
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Yongning Tang, Guang Cheng, Zhiwei Xu, Feng Chen:
Service Oriented Verification Integrated Fault Reasoning for SDNs. AINA 2016: 624-629
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Mian Dai, Guang Cheng, Yuxiang Wang:
Detecting Network Topology and Packet Trajectory with SDN-enabled FPGA Platform. CFI 2016: 7-13
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Chengang Zhu, Guang Cheng, Xiaojun Guo, Yuxiang Wang:
RBAS: A Real-Time User Behavior Analysis System for Internet TV in Cloud Computing. CFI 2016: 36-42
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Xiaojun Guo, Guang Cheng, Yifei Hu, Mian Dai:
Progress in Command and Control Server Finding Schemes of Botnet. Trustcom/BigDataSE/ISPA 2016: 1723-1727
2015
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Xiaojun Guo, Guang Cheng, Wubin Pan, Truong Dinhtu, Yixin Liang:
A Novel Search Engine-Based Method for Discovering Command and Control Server. ICA3PP (3) 2015: 311-322
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Xiaoyan Hu, Jian Gong, Guang Cheng, Chengyu Fan:
Enhancing in-network caching by coupling cache placement, replacement and location. ICC 2015: 5672-5678
2013
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Xiaojun Guo, Guang Cheng, Chengang Zhu, Aiping Zhou, Wubin Pan, Dinhtu Truong:
Make Your Webpage Carry Abundant Secret Information Unawarely. HPCC/EUC 2013: 541-548
2012
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Guang Cheng, Hua Wu:
A NetFlow v9 Measurement System with Network Performance Function. IDCS 2012: 134-145
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Guang Cheng:
Estimating the number of active flows from sampled packets. NOMS 2012: 675-678
2009
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Yongning Tang, Guang Cheng, Zhiwei Xu, Ehab Al-Shaer:
Community-base Fault Diagnosis Using Incremental Belief Revision. NAS 2009: 121-128
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Guang Cheng, Yongning Tang, Jiexin Jiang, Wei Ding:
A Trace Measurement and Analysis System for the Multi-Links CERNET Backbone. NAS 2009: 341-346
2008
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Guang Cheng, Jian Gong:
A Detecting Superpoint Algorithm on Multiple Sampling Technology. FGCN (1) 2008: 102-105
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Guang Cheng, Wei Zhao, Jian Gong:
XOR Hashing Algorithms to Measured Flows at the High-Speed Link. FGCN (1) 2008: 152-155
2007
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Guang Cheng, Jian Gong, Yongning Tang:
A Hybrid Sampling Approach for Network Flow Monitoring. E2EMON 2007: 1-7
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Guang Cheng, Yongning Tang, Wei Ding:
A Double-Sampling and Hold Based Approach for Accurate and Efficient Network Flow Monitoring. International Conference on Computational Science (4) 2007: 857-864
2006
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Mingzhong Zhou, Jian Gong, Wei Ding, Guang Cheng:
Multi-Granularities Counting Bloom Filter. HPCC 2006: 542-551
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Weijiang Liu, Jian Gong, Wei Ding, Guang Cheng:
An Algorithm for Estimation of Flow Length Distributions Using Heavy-Tailed Feature. International Conference on Computational Science (4) 2006: 144-151
2005
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Guang Cheng, Jian Gong, Wei Ding:
Network Traffic Sampling Model on Packet Identification. ICN (1) 2005: 758-765
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Guang Cheng, Jian Gong, Wei Ding:
A Time-Series Decomposed Model of Network Traffic. ICNC (2) 2005: 338-345
2004
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Guang Cheng, Jian Gong, Wei Ding:
A relative time model in a distributed network using exchanged time information. CCNC 2004: 382-387
2002
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Guang Cheng, Jian Gong, Wei Ding:
A traffic sampling model for measurement using packet identification. ICON 2002: 409-413

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2026
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Jinguang Han, Yang Xiang, Guang Cheng, Willy Susilo, Liquan Chen:
Information and Communications Security - 27th International Conference, ICICS 2025, Nanjing, China, October 29-31, 2025, Proceedings, Part I. Lecture Notes in Computer Science 16217, Springer 2026, ISBN 978-981-95-3539-2 [contents]
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Jinguang Han, Yang Xiang, Guang Cheng, Willy Susilo, Liquan Chen:
Information and Communications Security - 27th International Conference, ICICS 2025, Nanjing, China, October 29-31, 2025, Proceedings, Part II. Lecture Notes in Computer Science 16218, Springer 2026, ISBN 978-981-95-3542-2 [contents]
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Jinguang Han, Yang Xiang, Guang Cheng, Willy Susilo, Liquan Chen:
Information and Communications Security - 27th International Conference, ICICS 2025, Nanjing, China, October 29-31, 2025, Proceedings, Part III. Lecture Notes in Computer Science 16219, Springer 2026, ISBN 978-981-95-3536-1 [contents]

Informal and Other Publications

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2025
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Zihan Chen, Guang Cheng, Jinhui Li, Tian Qin, Yuyang Zhou, Xing Luan:
Drift-oriented Self-evolving Encrypted Traffic Application Classification for Actual Network Environment. CoRR abs/2501.04246 (2025)
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Tian Qin, Guang Cheng, Yuyang Zhou, Zihan Chen, Xing Luan:
SNAKE: A Sustainable and Multi-functional Traffic Analysis System utilizing Specialized Large-Scale Models with a Mixture of Experts Architecture. CoRR abs/2503.13808 (2025)
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Yali Yuan, Yu Huang, Xingjian Zeng, Hantao Mei, Guang Cheng:
M3S-UPD: Efficient Multi-Stage Self-Supervised Learning for Fine-Grained Encrypted Traffic Classification with Unknown Pattern Discovery. CoRR abs/2505.21462 (2025)
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Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen, Tian Qin, Yuyu Zhao:
From Static to Adaptive Defense: Federated Multi-Agent Deep Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in UAV Swarm Networks. CoRR abs/2506.07392 (2025)
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Yali Yuan, Weiyi Zou, Guang Cheng:
Attack Smarter: Attention-Driven Fine-Grained Webpage Fingerprinting Attacks. CoRR abs/2506.20082 (2025)
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Tian Qin, Guang Cheng, Zihan Chen, Yuyang Zhou:
PRIME: Plasticity-Robust Incremental Model for Encrypted Traffic Classification in Dynamic Network Environments. CoRR abs/2508.02031 (2025)
2024
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Yali Yuan, Jian Ge, Guang Cheng:
DeMarking: A Defense for Network Flow Watermarking in Real-Time. CoRR abs/2402.03760 (2024)
[i7]
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Haiyang Wei, Zhengjie Du, Haohui Huang, Yue Liu, Guang Cheng, Linzhang Wang, Bing Mao:
Inferring State Machine from the Protocol Implementation via Large Langeuage Model. CoRR abs/2405.00393 (2024)
[i6]
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Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen:
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense. CoRR abs/2412.21051 (2024)
2023
[i5]
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Hongyu Zhu, Sichu Liang, Wentao Hu, Fang-Qi Li, Yali Yuan, Shi-Lin Wang, Guang Cheng:
Improve Deep Forest with Learnable Layerwise Augmentation Policy Schedule. CoRR abs/2309.09030 (2023)
[i4]
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  - journals/corr/abs-2312-06423
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Yuyang Zhou, Guang Cheng, Zongyao Chen, Shui Yu:
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks. CoRR abs/2312.06423 (2023)
2021
[i3]
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  - journals/corr/abs-2108-09040
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Shanqing Jiang, Lin Yang, Guang Cheng, Xianming Gao, Tao Feng, Yuyang Zhou:
A Quantitative Framework for Network Resilience Evaluation using Dynamic Bayesian Network. CoRR abs/2108.09040 (2021)
2019
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Yuyang Zhou, Guang Cheng, Shanqing Jiang, Ying Hu, Yuyu Zhao, Zihan Chen:
A cost-effective shuffling method against DDoS attacks using Moving Target Defense. CoRR abs/1903.10102 (2019)
[i1]
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  - journals/corr/abs-1904-01352
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Yuyang Zhou, Guang Cheng:
An Efficient Network Intrusion Detection System Based on Feature Selection and Ensemble Classifier. CoRR abs/1904.01352 (2019)

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