代表性学术成果

期刊论文

Meng Shen, Huisen Liu, Liehuang Zhu, Ke Xu, Hongbo Yu, Xiaojiang Du, Mohsen Guizani. Blockchain-Assisted Secure Device Authentication for Cross-Domain Industrial IoT. IEEE Journal on Selected Areas in Communications, 38(5): 942-954, 2020. (CCF A)

Meng Shen, Junxian Duan, Liehuang Zhu, Jie Zhang, Xiaojiang Du, Mohsen Guizani. Blockchain-based Incentives for Secure and Collaborative Data Sharing in Multiple Clouds. IEEE Journal on Selected Areas in Communications, 2020. 10.1109/JSAC.2020.2986619 (CCF A)

Meng Shen, Yiting Liu, Liehuang Zhu, Ke Xu, Xiaojiang Du, Nadra Guizani. Optimizing Feature Selection for Efficient Encrypted Traffic Classification: A Systematic Approach. IEEE Network, accepted, 2020. (SCI一区)

Meng Shen, Jie Zhang, Liehuang Zhu, Ke Xu, Xiangyun Tang. Secure SVM Training over Vertically-Partitioned Datasets using Consortium Blockchain for Vehicular Social Networks. IEEE Transactions on Vehicular Technology, 2020. 10.1109/TVT.2019.2957425

Ke Xu, Liang Lv, Tong Li, Meng Shen, Haiyang Wang, Kun Yang. Minimizing Tardiness for Data-Intensive Applications in Heterogeneous Systems: A Matching Theory Perspective. IEEE Transactions on Parallel and Distributed Systems, 31(1): 144-158, 2020. (CCF A)

Meng Shen, Baoli Ma, Liehuang Zhu, Xiaojiang Du, Ke Xu. Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-Based IoT. IEEE Internet of Things Journal 6(2): 1998-2008 (2019). (SCI一区)

Meng Shen, Xiangyun Tang, Liehuang Zhu, Xiaojiang Du, Mohsen Guizani. Privacy-Preserving Support Vector Machine Training over Blockchain-Based Encrypted IoT Data in Smart Cities. IEEE Internet of Things Journal, 6(5): 7702-7712, 2019. (SCI一区)

Meng Shen, Baoli Ma, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu. Cloud-Based Approximate Constrained Shortest Distance Queries Over Encrypted Graphs With Privacy Protection. IEEE Trans. Information Forensics and Security 13(4): 940-953 (2018). (CCF A)

Liehuang Zhu, Xiangyun Tang, Meng Shen, Xiaojiang Du, Mohsen Guizani. Privacy-Preserving DDoS Attack Detection Using Cross-Domain Traffic in Software Defined Networks. IEEE Journal on Selected Areas in Communications 36(3), 2018. (通讯作者，CCF A)

Feng Gao, Liehuang Zhu, Meng Shen, Kashif Sharif, Zhiguo Wan, Kui Ren. A Blockchain-Based Privacy-Preserving Payment Mechanism for Vehicle-to-Grid Networks. IEEE Network 32(6): 184-192 (2018)(通讯作者，SCI一区)

Meng Shen, Mingwei Wei, Liehuang Zhu, et al. Classification of Encrypted Traffic With Second-Order Markov Chains and pplication Attribute Bigrams. IEEE Trans. Information Forensics and Security 12(8): 1830-1843 (2017) (CCF A)

Ke Xu, Meng Shen, Hongying Liu, Jiangchuan Liu, Fan Li, and Tong Li, Achieving Optimal Traffic Engineering Using a Generalized Routing Framework, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 27, no. 1, pp. 51-65, 2016.(CCF A)

Ke Xu, Meng Shen, Yong Cui, Mingjiang Ye, and Yifeng Zhong. A Model Approach to the Estimation ofPeer-to-Peer Traffic Matrices. IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 25, no.5, pp. 1101-1111, May 2014. (CCF A)

沈蒙,张杰,祝烈煌,徐恪,张开翔,李辉忠,唐湘云.面向征信数据安全共享的SVM训练机制. 计算机学报,已录用,2020.

沈蒙, 桑安琪,祝烈煌,孙润庚,张璨. 基于动机分析的比特币异常交易行为识别方法. 计算机学报,已录用,2020.

高峰,毛洪亮,吴震,沈蒙,祝烈煌,李艳东. 轻量级比特币交易溯源机制. 计算机学报, 41(05):989-1004, 2018.(通讯作者)

祝烈煌，高峰，沈蒙，李艳东，郑宝昆，毛洪亮，吴震. 区块链隐私保护研究综述. 计算机研究与发展，54(10)：2170~2186，2017. (通讯作者)

会议论文:

Liang Lv, Ke Xu, Haiyang Wang, Meng Shen, Yi Zhao, Minghui Li, Guanhui Geng, and Zhichao Liu. Analysis, Modeling, and Implementation of Publisher-side Ad Request Filtering, IEEE INFOCOM, 2020. (CCF A)

Meng Shen, Jinpeng Zhang, Ke Xu, Liehuang Zhu, Jiangchuan Liu and Xiaojiang Du. DeepQoE: Real-time Measurement of Video QoE from Encrypted Traffic with Deep Learning. IEEE/ACM IWQoS, 2020. (CCF B)

Meng Shen, Zelin Liao, Liehuang Zhu, Ke Xu, and Xiaojiang Du. VLA: A Practical Visible Light-based Attack on Face Recognition Systems in Physical World, ACM UBICOMP, 2019. (CCF A)

Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du, and Yiting Liu. Encrypted Traffic Classification of Decentralized Applications on Ethereum using Feature Fusion. IEEE/ACM IWQoS, 2019. (CCF B)

Meng Shen, Siqi Chen, Liehuang Zhu, Renyi Xiao, Ke Xu, Xiaojiang Du. Privacy-Preserving Graph Encryption for Approximate Constrained Shortest Distance Queries. IEEE GLOBECOM, 2019. (CCF C)

Meng Shen, Yiting Liu, Siqi Chen, Liehuang Zhu, and Yuchao Zhang. Webpage Fingerprinting Using Only Packet Length Information. IEEE ICC, 2019. (CCF C)

Li Li, Ke Xu, Tong Li, Kai Zheng, Chunyi Peng, Dan Wang, Xiangxiang Wang, Meng Shen, Rashid Mijumbi. A measurement study on multi-path TCP with multiple cellular carriers on high speed rails. ACM SIGCOMM 2018: 161-175. (CCF A)

Meng Shen, Mingwei Wei, Liehuang Zhu, Mingzhong Wang, Fuliang Li. Certificate-aware encrypted traffic classification using Second-Order Markov Chain. ACM/IEEE IWQoS, 2016. (CCF B)

Meng Shen, Liehuang Zhu, Mingwei Wei, Qiongyu Zhang, Mingzhong Wang, Fan Li. Joint Optimization of Flow Latency in Routing and Scheduling for Software Defined Networks. IEEE ICCCN 2016. (CCF C)

Meng Shen, Ke Xu, Fan Li, Kun Yang, Liehuang Zhu and Lei  Guan,  Elastic  and  Efficient  Virtual  Network Provisioning for Cloud-Based Multi-Tier Applications, International Conference on Parallel Processing (ICPP), pp. 929-938, 2015. (CCF B)