Meng Shen

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 108

Top Venues

CoRR

IEEE Internet Things J.

IWQoS

IEEE Netw.

Publications

Yujiao Hu, Qingmin Jia, Meng Shen, Renchao Xie, Tao Huang, F. Richard Yu
Empowering Computing and Networks Convergence System with Distributed Cooperative Routing. CoRR (2024)
Yanzuo Lu, Meng Shen, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. AAAI (2024)
Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan
Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection. CoRR (2024)
Bin Wang, Tianjian Liu, Wenqi Wang, Yuan Weng, Chao Li, Guangquan Xu, Meng Shen, Sencun Zhu, Wei Wang
The Illusion of Anonymity: Uncovering the Impact of User Actions on Privacy in Web3 Social Ecosystems. CoRR (2024)
Meng Shen, Baojun Tang, Keai Zhang
Low carbon operation optimisation strategies for heating, ventilation and air conditioning systems in office buildings. Int. J. Prod. Res. 62 (18) (2024)
Meng Shen, Andy J. Ma, Pong C. Yuen
: Entropy Discrimination and Energy Optimization for Source-free Universal Domain Adaptation. ICME (2023)
Meng Shen, Ke Ye, Xingtong Liu, Liehuang Zhu, Jiawen Kang, Shui Yu, Qi Li, Ke Xu
Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey. IEEE Commun. Surv. Tutorials 25 (1) (2023)
Meng Shen, Zhehui Tan, Dusit Niyato, Yuzhi Liu, Jiawen Kang, Zehui Xiong, Liehuang Zhu, Wei Wang, Xuemin Shen
Artificial Intelligence for Web 3.0: A Comprehensive Survey. CoRR (2023)
Yanzuo Lu, Meng Shen, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. CoRR (2023)
Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. ACL (Findings) (2023)
Meng Shen, Xianfu Lei, P. Takis Mathiopoulos, Rose Qingyang Hu
Robust Beamforming Design for IRS-Aided Secure Communication Systems Under Complete Imperfect CSI. IEEE Trans. Veh. Technol. 72 (6) (2023)
Guangwu Hu, Xi Xiao, Meng Shen, Bin Zhang, Xia Yan, Yunxia Liu
TCGNN: Packet-grained network traffic classification via Graph Neural Networks. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Jiaxin Chen, Yanxu Hu, Meng Shen, Andy J. Ma
Dual Episodic Sampling and Momentum Consistency Regularization for Unsupervised Few-shot Learning. ICME (2023)
Chuyi Yan, Chen Zhang, Meng Shen, Ning Li, Jinhao Liu, Yinhao Qi, Zhigang Lu, Yuling Liu
Aparecium: understanding and detecting scam behaviors on Ethereum via biased random walk. Cybersecur. 6 (1) (2023)
Yueping Hong, Qi Li, Yanqing Yang, Meng Shen
Graph based encrypted malicious traffic detection with hybrid analysis of multi-view features. Inf. Sci. 644 (2023)
Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. CoRR (2023)
Meng Shen, Yanzuo Lu, Yanxu Hu, Andy J. Ma
Collaborative Learning of Diverse Experts for Source-free Universal Domain Adaptation. ACM Multimedia (2023)
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu
Frequency Domain Feature Based Robust Malicious Traffic Detection. IEEE/ACM Trans. Netw. 31 (1) (2023)
Congcong Yu, Chengpu Jiang, Chen Yang, Meng Shen, Liehuang Zhu, Zheng Che
Stealthy Clustering of Ethereum Transactions Using Time Leakage from Fixed Nodes. ICDCS Workshops (2022)
Xu Chen, Wei Feng, Yantian Luo, Meng Shen, Ning Ge, Xianbin Wang
Defending Against Link Flooding Attacks in Internet of Things: A Bayesian Game Approach. IEEE Internet Things J. 9 (1) (2022)
Rui Wang, Xiangyun Tang, Meng Shen, Liehuang Zhu
Privacy-preserving Training Algorithm for Naive Bayes Classifiers. ICC (2022)
Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan
Behavior-Aware Account De-Anonymization on Ethereum Interaction Graph. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Yuxi Ma, Meng Shen, Nan Zhang, Xiaoyao Tong, Yuanzhang Li
OM-TCN: A dynamic and agile opponent modeling approach for competitive games. Inf. Sci. 615 (2022)
Guanyu Gao, Chengru Song, T. G. Thusitha Asela Bandara, Meng Shen, Fan Yang, Wolf Posdorfer, Dacheng Tao, Yonggang Wen
FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI. IEEE Internet Things J. 9 (7) (2022)
Jinhuan Wang, Pengtao Chen, Xinyao Xu, Jiajing Wu, Meng Shen, Qi Xuan, Xiaoniu Yang
TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum. CoRR (2022)
Xiangdong Kong, Meng Shen, Zheng Che, Congcong Yu, Liehuang Zhu
Traffic Correlation for Deanonymizing Cryptocurrency Wallet Through Tor. BlockSys (2022)
Hanbiao Du, Meng Shen, Rungeng Sun, Jizhe Jia, Liehuang Zhu, Yanlong Zhai
Malicious Transaction Identification in Digital Currency via Federated Graph Deep Learning. INFOCOM Workshops (2022)
Meng Shen, Hao Lu, Fei Wang, Huisen Liu, Liehuang Zhu
Secure and Efficient Blockchain-Assisted Authentication for Edge-Integrated Internet-of-Vehicles. IEEE Trans. Veh. Technol. 71 (11) (2022)
Chengpu Jiang, Zhenbo Gao, Meng Shen
Effective and Lightweight Defenses Against Website Fingerprinting on Encrypted Traffic. ICPCSEE (2) (2022)
Ke Ye, Meng Shen, Zhenbo Gao, Liehuang Zhu
Real-Time Detection of Cryptocurrency Mining Behavior. BlockSys (2022)
Jinbo Wen, Xiaojun Liu, Zehui Xiong, Meng Shen, Siming Wang, Yutao Jiao, Jiawen Kang, He Li
Optimal Block Propagation and Incentive Mechanism for Blockchain Networks in 6G. TrustCom (2022)
Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan
Behavior-aware Account De-anonymization on Ethereum Interaction Graph. CoRR (2022)
Xiangyun Tang, Liehuang Zhu, Meng Shen, Jialiang Peng, Jiawen Kang, Dusit Niyato, Ahmed A. Abd El-Latif
Secure and Trusted Collaborative Learning Based on Blockchain for Artificial Intelligence of Things. IEEE Wirel. Commun. 29 (3) (2022)
Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Jiankun Hu
Effective and Robust Physical-World Attacks on Deep Learning Face Recognition Systems. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis. CCS (2021)
Meng Shen, Zhenbo Gao, Liehuang Zhu, Ke Xu
Efficient Fine-Grained Website Fingerprinting via Encrypted Traffic Analysis with Deep Learning. IWQoS (2021)
Xinle Du, Tong Li, Lei Xu, Kai Zheng, Meng Shen, Bo Wu, Ke Xu
R-AQM: Reverse ACK Active Queue Management in Multi-tenant Data Centers. ICNP (2021)
Meng Shen, Minghui Wang, Ke Xu, Liehuang Zhu
Privacy-Preserving Approximate Top-k Nearest Keyword Queries over Encrypted Graphs. IWQoS (2021)
Meng Shen, Huan Wang, Bin Zhang, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du
Exploiting Unintended Property Leakage in Blockchain-Assisted Federated Learning for Intelligent Edge Computing. IEEE Internet Things J. 8 (4) (2021)
Meng Shen, Anqi Sang, Pengyu Duan, Hao Yu, Liehuang Zhu
Threat Prediction of Abnormal Transaction Behavior Based on Graph Convolutional Network in Blockchain Digital Currency. BlockSys (2021)
Meng Shen, Huaizheng Zhang, Yixin Cao, Fan Yang, Yonggang Wen
Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder. ACM Multimedia (2021)
Yuxi Ma, Meng Shen, Yuhang Zhao, Zhao Li, Xiaoyao Tong, Quanxin Zhang, Zhi Wang
Opponent portrait for multiagent reinforcement learning in competitive environment. Int. J. Intell. Syst. 36 (12) (2021)
Liehuang Zhu, Xiangyun Tang, Meng Shen, Feng Gao, Jie Zhang, Xiaojiang Du
Privacy-Preserving Machine Learning Training in IoT Aggregation Scenarios. IEEE Internet Things J. 8 (15) (2021)
Meng Shen, Yiting Liu, Liehuang Zhu, Xiaojiang Du, Jiankun Hu
Fine-Grained Webpage Fingerprinting Using Only Packet Length Information of Encrypted Traffic. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis. CoRR (2021)
Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning. CoRR (2021)
Xiangyun Tang, Dongliang Liao, Weijie Huang, Jin Xu, Liehuang Zhu, Meng Shen
Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction. AAAI (2021)
Meng Shen, Yaqian Wei, Zelin Liao, Liehuang Zhu
IriTrack: Face Presentation Attack Detection Using Iris Tracking. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (2) (2021)
Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du
Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Junzhi Yang, Guohua Cheng, Meng Shen
Secure fusion of encrypted remote sensing images based on Brovey. Sci. China Inf. Sci. 64 (2) (2021)
Liehuang Zhu, Xiangyun Tang, Meng Shen, Jie Zhang, Xiaojiang Du
Privacy-Preserving Machine Learning Training in Aggregation Scenarios. CoRR (2020)
Meng Shen, Yaqian Wei, Tong Li
Bluetooth-based COVID-19 Proximity Tracing Proposals: An Overview. CoRR (2020)
Xiaojiang Du, Meng Shen, Zheng Chang, Zhao Cao
Recent Advances in Security and Privacy for Future Intelligent Networks. IEEE Netw. 34 (2) (2020)
Meng Shen, Yiting Liu, Liehuang Zhu, Ke Xu, Xiaojiang Du, Nadra Guizani
Optimizing Feature Selection for Efficient Encrypted Traffic Classification: A Systematic Approach. IEEE Netw. 34 (4) (2020)
Yanlong Zhai, Tianhong Bao, Liehuang Zhu, Meng Shen, Xiaojiang Du, Mohsen Guizani
Toward Reinforcement-Learning-Based Service Deployment of 5G Mobile Edge Computing with Request-Aware Scheduling. IEEE Wirel. Commun. 27 (1) (2020)
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 J. Sel. Areas Commun. 38 (5) (2020)
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 J. Sel. Areas Commun. 38 (6) (2020)
Meng Shen, Jinpeng Zhang, Ke Xu, Liehuang Zhu, Jiangchuan Liu, Xiaojiang Du
DeepQoE: Real-time Measurement of Video QoE from Encrypted Traffic with Deep Learning. IWQoS (2020)
Baokun Zheng, Liehuang Zhu, Meng Shen, Xiaojiang Du, Mohsen Guizani
Identifying the vulnerabilities of bitcoin anonymous mechanism based on address clustering. Sci. China Inf. Sci. 63 (3) (2020)
Lei Xu, Ke Xu, Tong Li, Kai Zheng, Meng Shen, Xiaojiang Du, Xinle Du
ABQ: Active Buffer Queueing in Datacenters. IEEE Netw. 34 (2) (2020)
Liang Lv, Ke Xu, Haiyang Wang, Meng Shen, Yi Zhao, Minghui Li, Guanhui Geng, Zhichao Liu
Analysis, Modeling, and Implementation of Publisher-side Ad Request Filtering. INFOCOM (2020)
Fan Yang, Ke Xu, Qi Li, Rongxing Lu, Bo Wu, Tong Zhang, Yi Zhao, Meng Shen
I Know If the Journey Changes: Flexible Source and Path Validation. IWQoS (2020)
Liehuang Zhu, Baokun Zheng, Meng Shen, Feng Gao, Hongyu Li, Kexin Shi
Data Security and Privacy in Bitcoin System: A Survey. J. Comput. Sci. Technol. 35 (4) (2020)
Meng Shen, Junxian Duan, Ning Shang, Liehuang Zhu
Transaction Deanonymization in Large-Scale Bitcoin Systems via Propagation Pattern Analysis. SPDE (2020)
Yi Zhao, Ke Xu, Yifeng Zhong, Xiangyang Li, Ning Wang, Hui Su, Meng Shen, Ziwei Li
Incentive mechanisms for mobile data offloading through operator-owned WiFi access points. Comput. Networks 174 (2020)
Meng Shen, Ke Xu, Xiaojiang Du, Martin J. Reed, Md. Zakirul Alam Bhuiyan, Lan Zhang, Rashid Mijumbi
Guest Editorial Special Issue on Trust-Oriented Designs of Internet of Things for Smart Cities. IEEE Internet Things J. 7 (5) (2020)
Xiaoliang Wang, Ke Xu, Wenlong Chen, Qi Li, Meng Shen, Bo Wu
ID-Based SDN for the Internet of Things. IEEE Netw. 34 (4) (2020)
Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du
Robust Attacks on Deep Learning Face Recognition in the Physical World. CoRR (2020)
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 Trans. Veh. Technol. 69 (6) (2020)
Ruiguang Li, Meng Shen, Hao Yu, Chao Li, Pengyu Duan, Lihuang Zhu
A Survey on Cyberspace Search Engines. CNCERT (2020)
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 Trans. Parallel Distributed Syst. 31 (1) (2020)
Meng Shen, Guohua Cheng, Liehuang Zhu, Xiaojiang Du, Jiankun Hu
Content-based multi-source encrypted image retrieval in clouds with privacy preservation. Future Gener. Comput. Syst. 109 (2020)
Liehuang Zhu, Hui Dong, Meng Shen, Keke Gai
An Incentive Mechanism Using Shapley Value for Blockchain-Based Medical Data Sharing. BigDataSecurity/HPSC/IDS (2019)
Qi Tan, Yi Qu, Ke Xu, Haiyang Wang, Dan Wang, Meng Shen
Interference-aware lifetime maximization with joint routing and charging in wireless sensor networks. CCF Trans. Netw. 2 (3-4) (2019)
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 Things J. 6 (2) (2019)
Meng Shen, Zelin Liao, Liehuang Zhu, Ke Xu, Xiaojiang Du
VLA: A Practical Visible Light-based Attack on Face Recognition Systems in Physical World. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (3) (2019)
Bo Wu, Ke Xu, Qi Li, Bingyang Liu, Shoushou Ren, Fan Yang, Meng Shen, Kui Ren
RFL: Robust fault localization on unreliable communication channels. Comput. Networks 158 (2019)
Meng Shen, Siqi Chen, Liehuang Zhu, Renyi Xiao, Ke Xu, Xiaojiang Du
Privacy-Preserving Graph Encryption for Approximate Constrained Shortest Distance Queries. GLOBECOM (2019)
Meng Shen, Jinpeng Zhang, Siqi Chen, Yiting Liu, Liehuang Zhu
Machine Learning Classification on Traffic of Secondary Encryption. GLOBECOM (2019)
Keke Gai, Yulu Wu, Liehuang Zhu, Meikang Qiu, Meng Shen
Privacy-Preserving Energy Trading Using Consortium Blockchain in Smart Grid. IEEE Trans. Ind. Informatics 15 (6) (2019)
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 Things J. 6 (5) (2019)
Ziwei Li, Ke Xu, Haiyang Wang, Yi Zhao, Xiaoliang Wang, Meng Shen
Machine-Learning-Based Positioning: A Survey and Future Directions. IEEE Netw. 33 (3) (2019)
Meng Shen, Yawen Deng, Liehuang Zhu, Xiaojiang Du, Nadra Guizani
Privacy-Preserving Image Retrieval for Medical IoT Systems: A Blockchain-Based Approach. IEEE Netw. 33 (5) (2019)
Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du, Yiting Liu
Encrypted traffic classification of decentralized applications on ethereum using feature fusion. IWQoS (2019)
Song Yang, Fan Li, Meng Shen, Xu Chen, Xiaoming Fu, Yu Wang
Cloudlet Placement and Task Allocation in Mobile Edge Computing. IEEE Internet Things J. 6 (3) (2019)
Meng Shen, Yiting Liu, Siqi Chen, Liehuang Zhu, Yuchao Zhang
Webpage Fingerprinting using Only Packet Length Information. ICC (2019)
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. SIGCOMM (2018)
Liehuang Zhu, Xiangyun Tang, Meng Shen, Xiaojiang Du, Mohsen Guizani
Privacy-Preserving DDoS Attack Detection Using Cross-Domain Traffic in Software Defined Networks. IEEE J. Sel. Areas Commun. 36 (3) (2018)
Baokun Zheng, Liehuang Zhu, Meng Shen, Feng Gao, Chuan Zhang, Yandong Li, Jing Yang
Scalable and Privacy-Preserving Data Sharing Based on Blockchain. J. Comput. Sci. Technol. 33 (3) (2018)
Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Martin J. Reed, Meng Shen, Fan Yang
Enabling Efficient Source and Path Verification via Probabilistic Packet Marking. IWQoS (2018)
Meng Shen, Zelin Liao, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu
IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks. CoRR (2018)
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. Inf. Forensics Secur. 13 (4) (2018)
Xiangyun Tang, Liehuang Zhu, Meng Shen, Xiaojiang Du
When Homomorphic Cryptosystem Meets Differential Privacy: Training Machine Learning Classifier with Privacy Protection. CoRR (2018)
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 Netw. 32 (6) (2018)
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. CoRR (2018)
Liehuang Zhu, Xiangyun Tang, Meng Shen, Xiaojiang Du, Mohsen Guizani
Privacy-Preserving DDoS Attack Detection Using Cross-Domain Traffic in Software Defined Networks. CoRR (2018)
Liehuang Zhu, Baokun Zheng, Meng Shen, Shui Yu, Feng Gao, Hongyu Li, Kexin Shi, Keke Gai
Research on the Security of Blockchain Data: A Survey. CoRR (2018)
Meng Shen, Guohua Cheng, Liehuang Zhu, Xiaojiang Du, Jiankun Hu
Content-Based Multi-Source Encrypted Image Retrieval in Clouds with Privacy Preservation. CoRR (2018)
Hongyu Li, Liehuang Zhu, Meng Shen, Feng Gao, Xiaoling Tao, Sheng Liu
Blockchain-Based Data Preservation System for Medical Data. J. Medical Syst. 42 (8) (2018)
Meng Shen, Baoli Ma, Liehuang Zhu, Xiaojiang Du, Ke Xu
Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-Based IoT. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Meng Shen