Meng Shen

182 papers A* 14A 2B 17C 5Journal 116Unranked 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified Framework for Robust Encrypted Malicious Traffic Detection in Adverse Environments via Graph Structure Learning.
IEEE Trans. Netw. Sci. Eng.
Jianjin Zhao, Zhiwei Cui, Junsong Fu, Meng Shen, Qi Li
2026 J jnl
Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders.
Frontiers Comput. Sci.
Jizhe Jia, Meng Shen, Qingjun Yuan, Yong Liu, Jing Wang, Jian Kong, Liang Huang, Haotian He, Liehuang Zhu
2026 J jnl
Casper: A Causality-Inspired Defense With Confounder Against Label Inference Attacks in Vertical Split Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Meng Shen, Jin Meng, Bohan Peng, Xiangyun Tang, Wei Wang, Dusit Niyato, Liehuang Zhu
2026 J jnl
ESVPH: Efficient Searchable and Verifiable Data Sharing Scheme With Partial Hidden Policy for IoT.
IEEE Trans. Dependable Secur. Comput.
Xiaoxiao Li, Yong Xie, Chunpeng Ge, Cong Peng, Meng Shen
2026 J jnl
Enabling Verifiable Keyword Search Over Encrypted Data via Dynamic Version-Aware Indexing.
IEEE Trans. Netw. Sci. Eng.
Yuzhi Liu, Meng Shen, Yue Su, Yong Xie, Wei Wang, Qinglin Zhao, Jiayang Wang, Jin Dong, Gerui Wang, Liehuang Zhu
2026 A* conf
Forge: A Robust Multi-tab Website Fingerprinting Attack via Blind Source Separation.
WWW
Yitan Huang, Wei Qiao, Ding Wang, Meng Shen, Di Zhao, Linxu Li, Susu Cui, Bo Jiang, Zhigang Lu, Baoxu Liu
2026 A* conf
GIANT: Structure-Agnostic Practical Adversarial Attacks for Graph-based Network Intrusion Detection Systems.
WWW
Jianjin Zhao, Dongqi Han, Chao Ma, Qi Li, Zhiwei Cui, Hongliang Zhu, Hua Zhang, Mingshu He, Yijun Lu, Jiong Dong, Yuyin Ma, Meng Shen
2026 A* conf
Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling.
AAAI
Aihua Zhu, Rui Su, Qinglin Zhao, Li Feng, Meng Shen, Shibo He
2026 J jnl
Modeling the Performance-Security Trade-Off of Gasper's Block Proposal Mechanism Under Latency-Driven Attacks.
IEEE Trans. Inf. Forensics Secur.
Shuhan Qi, Qinglin Zhao, Zijie Liu, MengChu Zhou, Meng Shen, Peiyun Zhang, Yi Sun
2026 J jnl
PriGraph: Defending Against Inference Attacks on Graph Neural Networks via Policy-Based Adversarial Perturbations.
IEEE Trans. Dependable Secur. Comput.
Meng Shen, Hao Lu, Aijing Gu, Qi Li, Ke Xu, Liehuang Zhu
2026 J jnl
SegSub: Balancing Security and Efficiency for Large-Scale Decentralized Data Subscription in Web3.
IEEE Trans. Netw. Sci. Eng.
Shuang Gao, Qinglin Zhao, Guangcheng Li, Li Feng, Meng Shen, Peiyun Zhang, Yi Sun
2026 J jnl
Traffic-MoE: A Sparse Foundation Model for Network Traffic Analysis.
CoRR
Jiajun Zhou, Changhui Sun, Meng Shen, Shanqing Yu, Qi Xuan
2026 J jnl
Two-stage dynamic reconstruction biased learning for anomaly detection in attributed networks of smart manufacturing.
J. Ind. Inf. Integr.
Jing Long, Jiahao Zeng, Zhifei Yan, Min Shi, Kun Xie, Meng Shen, Naixue Xiong
2025 J jnl
A distributed learning framework with blockchain and privacy-preserving for IoV.
Appl. Soft Comput.
Chunhai Li, Yan Long, Yong Ding, Changsong Yang, Chuan Zhang, Meng Shen, Liehuang Zhu
2025 J jnl
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning.
IEEE Trans. Inf. Forensics Secur.
Zheng Che, Meng Shen, Zhehui Tan, Hanbiao Du, Wei Wang, Ting Chen, Qinglin Zhao, Yong Xie, Liehuang Zhu
2025 J jnl
Algorithms for online fault tolerance server consolidation.
Digit. Commun. Networks
Boyu Li, Bin Wu, Meng Shen, Hao Peng, Weisheng Li, Hong Zhang, Jie Gan, Zhihong Tian, Guangquan Xu
2025 J jnl
Blockchain Takeovers in Web 3.0: An Empirical Study on the TRON-Steem Incident.
ACM Trans. Web
Chao Li, Runhua Xu, Balaji Palanisamy, Li Duan, Meng Shen, Jiqiang Liu, Wei Wang
2025 J jnl
CollFree: Exploiting Full-Duplex Capabilities in WiFi Contention for Enhanced Throughput Efficiency.
IEEE J. Sel. Areas Commun.
Qinglin Zhao, Fangxin Xu, Li Feng, MengChu Zhou, Meng Shen, Peiyun Zhang, Yi Sun
2025 J jnl
Correlating Account on Ethereum Mixing Service via Domain-Invariant feature learning.
CoRR
Zheng Che, Taoyu Li, Meng Shen, Hanbiao Du, Liehuang Zhu
2025 A* conf
DShield: Defending against Backdoor Attacks on Graph Neural Networks via Discrepancy Learning.
NDSS
Hao Yu, Chuan Ma, Xinhang Wan, Jun Wang, Tao Xiang, Meng Shen, Xinwang Liu
2025 J jnl
Disentangled Dynamic Intrusion Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Chenyang Qiu, Guoshun Nan, Hongrui Xia, Zheng Weng, Xueting Wang, Meng Shen, Xiaofeng Tao, Jun Liu
2025 J jnl
Efficient Routing Scheme Based on Segmentation in Quantum Networks.
IEEE Internet Things J.
Naixue Xiong, Chanchan Kuang, Wei Liang, Linshu Chen, Meng Shen
2025 J jnl
Enforcing Differential Privacy in Federated Learning via Long-Term Contribution Incentives.
IEEE Trans. Inf. Forensics Secur.
Xiangyun Tang, Luyao Peng, Yu Weng, Meng Shen, Liehuang Zhu, Robert H. Deng
2025 J jnl
FinBack: Infiltrating Backdoors into Gradient Compressors on Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Xiangyun Tang, Wen Yang, Luyao Peng, Meng Shen, Tao Zhang, Yu Weng, Jiawen Kang, Dusit Niyato
2025 J jnl
Fine-Grained and Class-Incremental Malicious Account Detection in Ethereum via Dynamic Graph Learning.
IEEE Trans. Inf. Forensics Secur.
Hanbiao Du, Meng Shen, Yang Liu, Zheng Che, Jinhe Wu, Wei Wang, Liehuang Zhu
2025 J jnl
Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling.
CoRR
Aihua Zhu, Rui Su, Qinglin Zhao, Li Feng, Meng Shen, Shibo He
2025 — conf
Label Inference Attacks Against Federated Unlearning.
KSEM (1)
Wei Wang, Xiangyun Tang, Yajie Wang, Yijing Lin, Tao Zhang, Meng Shen, Dusit Niyato, Liehuang Zhu
2025 J jnl
Label Inference Attacks against Federated Unlearning.
CoRR
Wei Wang, Xiangyun Tang, Yajie Wang, Yijing Lin, Tao Zhang, Meng Shen, Dusit Niyato, Liehuang Zhu
2025 J jnl
Language of Network: A Generative Pre-trained Model for Encrypted Traffic Comprehension.
CoRR
Di Zhao, Bo Jiang, Song Liu, Susu Cui, Meng Shen, Dongqi Han, Xingmao Guan, Zhigang Lu
2025 J jnl
MemDefense: Defending Against Membership Inference Attacks in IoT-Based Federated Learning via Pruning Perturbations.
IEEE Trans. Big Data
Meng Shen, Jin Meng, Ke Xu, Shui Yu, Liehuang Zhu
2025 J jnl
Optimal AoI-Based Block Propagation and Incentive Mechanism for Blockchain Networks in Web 3.0.
IEEE Trans. Cogn. Commun. Netw.
Jinbo Wen, Jiawen Kang, Zehui Xiong, Hongyang Du, Zhaohui Yang, Dusit Niyato, Meng Shen, Yutao Jiao, Yang Zhang
2025 J jnl
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework.
IEEE Trans. Inf. Forensics Secur.
Xiangyun Tang, Minyang Li, Meng Shen, Jiawen Kang, Liehuang Zhu, Zhiquan Liu, Guomin Yang, Dusit Niyato, Robert H. Deng
2025 J jnl
ReTrial: Robust Encrypted Malicious Traffic Detection via Discriminative Relation Incorporation and Misleading Relation Correction.
IEEE Trans. Inf. Forensics Secur.
Jianjin Zhao, Qi Li, Zewei Han, Junsong Fu, Guoshun Nan, Meng Shen, Bharat K. Bhargava
2025 J jnl
Robust Detection of Malicious Encrypted Traffic via Contrastive Learning.
IEEE Trans. Inf. Forensics Secur.
Meng Shen, Jinhe Wu, Ke Ye, Ke Xu, Gang Xiong, Liehuang Zhu
2025 J jnl
RobustPFL: Robust Personalized Federated Learning.
IEEE Trans. Dependable Secur. Comput.
Guorong Chen, Wei Wang, Yufang Wu, Chao Li, Guangquan Xu, Shouling Ji, Tao Li, Meng Shen, Yufei Han
2025 J jnl
S-Leak: Leakage-Abuse Attack Against Efficient Conjunctive SSE via s-term Leakage.
CoRR
Yue Su, Meng Shen, Cong Zuo, Yuzhi Liu, Liehuang Zhu
2025 J jnl
StealthPath: Privacy-Preserving Path Validation in the Data Plane of Path-Aware Networks.
IEEE Trans. Dependable Secur. Comput.
Jiliang Li, Yuan Su, Rongxing Lu, Zhou Su, Weizhi Meng, Meng Shen
2025 A* conf
Swallow: A Transfer-Robust Website Fingerprinting Attack via Consistent Feature Learning.
CCS
Meng Shen, Jinhe Wu, Junyu Ai, Qi Li, Chenchen Ren, Ke Xu, Liehuang Zhu
2025 J jnl
TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum.
IEEE Trans. Dependable Secur. Comput.
Jinhuan Wang, Pengtao Chen, Xinyao Xu, Jiajing Wu, Meng Shen, Qi Xuan, Xiaoniu Yang
2025 J jnl
Zero Trust-Driven Collaborative Intrusion Detection in Internet of Things: A Continuous Trust Assessment Approach.
IEEE Internet Comput.
Xinxin Wang, Qingjun Yuan, Yongjuan Wang, Jihong Teng, Jing Tao, Meng Shen
2024 — conf
A Meta Distribution-Based Fine-Grained Analysis for Contention-based WiFi Backscatter Networks.
ICNSC
Yulei Wang, Qinglin Zhao, Li Feng, MengChu Zhou, Meng Shen, Yu Luo, Yi Sun
2024 — conf
A Segmentation-Based Scheme to Expedite Block Propagation in Blockchain Networks.
ICNSC
Zhihan Qiu, Qinglin Zhao, Li Feng, MengChu Zhou, Meng Shen, Yi Liu, Yi Sun
2024 J jnl
Across-Platform Detection of Malicious Cryptocurrency Transactions via Account Interaction Learning.
CoRR
Zheng Che, Meng Shen, Zhehui Tan, Hanbiao Du, Liehuang Zhu, Wei Wang, Ting Chen, Qinglin Zhao, Yong Xie
2024 J jnl
Artificial Intelligence for Web 3.0: A Comprehensive Survey.
ACM Comput. Surv.
Meng Shen, Zhehui Tan, Dusit Niyato, Yuzhi Liu, Jiawen Kang, Zehui Xiong, Liehuang Zhu, Wei Wang, Xuemin (Sherman) Shen
2024 — conf
Behavior-Driven Encrypted Malware Detection with Robust Traffic Representation.
ICA3PP (5)
Peng Yin, Jizhe Jia, Jing Wang, Yukai Liu, Meng Shen, Liehuang Zhu
2024 J jnl
Blockchain Takeovers in Web 3.0: An Empirical Study on the TRON-Steem Incident.
CoRR
Chao Li, Runhua Xu, Balaji Palanisamy, Li Duan, Meng Shen, Jiqiang Liu, Wei Wang
2024 J jnl
Breaking the Anonymity of Ethereum Mixing Services Using Graph Feature Learning.
IEEE Trans. Inf. Forensics Secur.
Hanbiao Du, Zheng Che, Meng Shen, Liehuang Zhu, Jiankun Hu
2024 J jnl
Confidence-Aware Sentiment Quantification via Sentiment Perturbation Modeling.
IEEE Trans. Affect. Comput.
Xiangyun Tang, Dongliang Liao, Meng Shen, Liehuang Zhu, Shen Huang, Gongfu Li, Hong Man, Jin Xu
2024 J jnl
Decision-Based Query Efficient Adversarial Attack via Adaptive Boundary Learning.
IEEE Trans. Dependable Secur. Comput.
Meng Shen, Changyue Li, Hao Yu, Qi Li, Liehuang Zhu, Ke Xu
2024 A* conf
Detecting Tunneled Flooding Traffic via Deep Semantic Analysis of Packet Length Patterns.
CCS
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu
2024 J jnl
EVeCA: Efficient and Verifiable On-Chain Data Query Framework Using Challenge-Based Authentication.
CoRR
Meng Shen, Yuzhi Liu, Qinglin Zhao, Wei Wang, Wei Ou, Wenbao Han, Liehuang Zhu
2024 J jnl
Efficient IoT Device Identification via Network Behavior Analysis Based on Time Series Dictionary.
IEEE Internet Things J.
Jianjin Zhao, Qi Li, Jintao Sun, Mianxiong Dong, Kaoru Ota, Meng Shen
2024 — conf
Encrypted Malware Traffic Detection Via Time-Frequency Domain Analysis.
ICA3PP (5)
Yukai Liu, Jizhe Jia, Jinhe Wu, Junyu Ai, Meng Shen, Liehuang Zhu
2024 J jnl
Freshness-aware Block Propagation Optimization in 6G-based Web 3.0: An Evolutionary Game Approach.
CoRR
Jinbo Wen, Jiawen Kang, Zehui Xiong, Hongyang Du, Zhaohui Yang, Dusit Niyato, Meng Shen, Yutao Jiao, Yang Zhang
2024 J jnl
MetaRockETC: Adaptive Encrypted Traffic Classification in Complex Network Environments via Time Series Analysis and Meta-Learning.
IEEE Trans. Netw. Serv. Manag.
Jianjin Zhao, Qi Li, Yueping Hong, Meng Shen
2024 A* conf
Real-Time Website Fingerprinting Defense via Traffic Cluster Anonymization.
SP
Meng Shen, Kexin Ji, Jinhe Wu, Qi Li, Xiangdong Kong, Ke Xu, Liehuang Zhu
2024 B conf
Rethinking and Optimizing Workload Redistribution in Large-scale Internet Data Centers.
IWQoS
Yi Zhao, Liang Lv, Yusen Li, Meng Shen, Liehuang Zhu, Ke Xu
2024 J jnl
Secure Decentralized Aggregation to Prevent Membership Privacy Leakage in Edge-Based Federated Learning.
IEEE Trans. Netw. Sci. Eng.
Meng Shen, Jing Wang, Jie Zhang, Qinglin Zhao, Bohan Peng, Tong Wu, Liehuang Zhu, Ke Xu
2024 J jnl
Secure Semantic Communications: Challenges, Approaches, and Opportunities.
IEEE Netw.
Meng Shen, Jing Wang, Hongyang Du, Dusit Niyato, Xiangyun Tang, Jiawen Kang, Yaoling Ding, Liehuang Zhu
2024 — book
Security and Privacy in Web 3.0
Meng Shen, Xiangyun Tang, Wei Wang, Liehuang Zhu
2024 J jnl
The Illusion of Anonymity: Uncovering the Impact of User Actions on Privacy in Web3 Social Ecosystems.
CoRR
Bin Wang, Tianjian Liu, Wenqi Wang, Yuan Weng, Chao Li, Guangquan Xu, Meng Shen, Sencun Zhu, Wei Wang
2024 B conf
Towards Lightweight User Identification of Anonymous Cryptocurrency Wallet via Encrypted Traffic Correlation.
ICPADS
Xiangdong Kong, Jizhe Jia, Jinhe Wu, Meng Shen, Liehuang Zhu
2024 A* conf
Transferability of White-box Perturbations: Query-Efficient Adversarial Attacks against Commercial DNN Services.
USENIX Security Symposium
Meng Shen, Changyue Li, Qi Li, Hao Lu, Liehuang Zhu, Ke Xu
2023 J jnl
Aparecium: understanding and detecting scam behaviors on Ethereum via biased random walk.
Cybersecur.
Chuyi Yan, Chen Zhang, Meng Shen, Ning Li, Jinhao Liu, Yinhao Qi, Zhigang Lu, Yuling Liu
2023 J jnl
Artificial Intelligence for Web 3.0: A Comprehensive Survey.
CoRR
Meng Shen, Zhehui Tan, Dusit Niyato, Yuzhi Liu, Jiawen Kang, Zehui Xiong, Liehuang Zhu, Wei Wang, Xuemin Shen
2023 J jnl
Blockchains for Artificial Intelligence of Things: A Comprehensive Survey.
IEEE Internet Things J.
Meng Shen, Aijing Gu, Jiawen Kang, Xiangyun Tang, Xiaodong Lin, Liehuang Zhu, Dusit Niyato
2023 J jnl
CBSeq: A Channel-Level Behavior Sequence for Encrypted Malware Traffic Detection.
IEEE Trans. Inf. Forensics Secur.
Susu Cui, Cong Dong, Meng Shen, Yuling Liu, Bo Jiang, Zhigang Lu
2023 J jnl
CBSeq: A Channel-level Behavior Sequence For Encrypted Malware Traffic Detection.
CoRR
Susu Cui, Cong Dong, Meng Shen, Yuling Liu, Bo Jiang, Zhigang Lu
2023 J jnl
Frequency Domain Feature Based Robust Malicious Traffic Detection.
IEEE/ACM Trans. Netw.
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu
2023 — conf
From Ledger to P2P Network: De-anonymization on Bitcoin Using Cross-Layer Analysis.
APPT
Che Zheng, Meng Shen, Junxian Duan, Liehuang Zhu
2023 J jnl
Graph based encrypted malicious traffic detection with hybrid analysis of multi-view features.
Inf. Sci.
Yueping Hong, Qi Li, Yanqing Yang, Meng Shen
2023 J jnl
Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey.
IEEE Commun. Surv. Tutorials
Meng Shen, Ke Ye, Xingtong Liu, Liehuang Zhu, Jiawen Kang, Shui Yu, Qi Li, Ke Xu
2023 J jnl
PILE: Robust Privacy-Preserving Federated Learning Via Verifiable Perturbations.
IEEE Trans. Dependable Secur. Comput.
Xiangyun Tang, Meng Shen, Qi Li, Liehuang Zhu, Tengfei Xue, Qiang Qu
2023 J jnl
R-AQM: Reverse ACK Active Queue Management in Multitenant Data Centers.
IEEE/ACM Trans. Netw.
Xinle Du, Ke Xu, Lei Xu, Kai Zheng, Meng Shen, Bo Wu, Tong Li
2023 A* conf
Subverting Website Fingerprinting Defenses with Robust Traffic Representation.
USENIX Security Symposium
Meng Shen, Kexin Ji, Zhenbo Gao, Qi Li, Liehuang Zhu, Ke Xu
2022 J jnl
Behavior-Aware Account De-Anonymization on Ethereum Interaction Graph.
IEEE Trans. Inf. Forensics Secur.
Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan
2022 J jnl
Behavior-aware Account De-anonymization on Ethereum Interaction Graph.
CoRR
Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan
2022 J jnl
Defending Against Link Flooding Attacks in Internet of Things: A Bayesian Game Approach.
IEEE Internet Things J.
Xu Chen, Wei Feng, Yantian Luo, Meng Shen, Ning Ge, Xianbin Wang
2022 — conf
Effective and Lightweight Defenses Against Website Fingerprinting on Encrypted Traffic.
ICPCSEE (2)
Chengpu Jiang, Zhenbo Gao, Meng Shen
2022 — conf
FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Xingtong Liu, Meng Shen, Laizhong Cui, Ke Ye, Jizhe Jia, Guangchun Yue
2022 — conf
Malicious Transaction Identification in Digital Currency via Federated Graph Deep Learning.
INFOCOM Workshops
Hanbiao Du, Meng Shen, Rungeng Sun, Jizhe Jia, Liehuang Zhu, Yanlong Zhai
2022 B conf
Optimal Block Propagation and Incentive Mechanism for Blockchain Networks in 6G.
TrustCom
Jinbo Wen, Xiaojun Liu, Zehui Xiong, Meng Shen, Siming Wang, Yutao Jiao, Jiawen Kang, He Li
2022 — conf
Privacy-preserving Training Algorithm for Naive Bayes Classifiers.
ICC
Rui Wang, Xiangyun Tang, Meng Shen, Liehuang Zhu
2022 — conf
Real-Time Detection of Cryptocurrency Mining Behavior.
BlockSys
Ke Ye, Meng Shen, Zhenbo Gao, Liehuang Zhu
2022 J jnl
Secure and Efficient Blockchain-Assisted Authentication for Edge-Integrated Internet-of-Vehicles.
IEEE Trans. Veh. Technol.
Meng Shen, Hao Lu, Fei Wang, Huisen Liu, Liehuang Zhu
2022 J jnl
Secure and Trusted Collaborative Learning Based on Blockchain for Artificial Intelligence of Things.
IEEE Wirel. Commun.
Xiangyun Tang, Liehuang Zhu, Meng Shen, Jialiang Peng, Jiawen Kang, Dusit Niyato, Ahmed A. Abd El-Latif
2022 — conf
Stealthy Clustering of Ethereum Transactions Using Time Leakage from Fixed Nodes.
ICDCS Workshops
Congcong Yu, Chengpu Jiang, Chen Yang, Meng Shen, Liehuang Zhu, Zheng Che
2022 J jnl
TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum.
CoRR
Jinhuan Wang, Pengtao Chen, Xinyao Xu, Jiajing Wu, Meng Shen, Qi Xuan, Xiaoniu Yang
2022 — conf
Traffic Correlation for Deanonymizing Cryptocurrency Wallet Through Tor.
BlockSys
Xiangdong Kong, Meng Shen, Zheng Che, Congcong Yu, Liehuang Zhu
2021 J jnl
Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks.
IEEE Trans. Inf. Forensics Secur.
Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du
2021 J jnl
Effective and Robust Physical-World Attacks on Deep Learning Face Recognition Systems.
IEEE Trans. Inf. Forensics Secur.
Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Jiankun Hu
2021 B conf
Efficient Fine-Grained Website Fingerprinting via Encrypted Traffic Analysis with Deep Learning.
IWQoS
Meng Shen, Zhenbo Gao, Liehuang Zhu, Ke Xu
2021 J jnl
Exploiting Unintended Property Leakage in Blockchain-Assisted Federated Learning for Intelligent Edge Computing.
IEEE Internet Things J.
Meng Shen, Huan Wang, Bin Zhang, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du
2021 J jnl
Fine-Grained Webpage Fingerprinting Using Only Packet Length Information of Encrypted Traffic.
IEEE Trans. Inf. Forensics Secur.
Meng Shen, Yiting Liu, Liehuang Zhu, Xiaojiang Du, Jiankun Hu
2021 A* conf
Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction.
AAAI
Xiangyun Tang, Dongliang Liao, Weijie Huang, Jin Xu, Liehuang Zhu, Meng Shen
2021 J jnl
IriTrack: Face Presentation Attack Detection Using Iris Tracking.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Meng Shen, Yaqian Wei, Zelin Liao, Liehuang Zhu
2021 J jnl
Opponent portrait for multiagent reinforcement learning in competitive environment.
Int. J. Intell. Syst.
Yuxi Ma, Meng Shen, Yuhang Zhao, Zhao Li, Xiaoyao Tong, Quanxin Zhang, Zhi Wang
2021 B conf
Privacy-Preserving Approximate Top-k Nearest Keyword Queries over Encrypted Graphs.
IWQoS
Meng Shen, Minghui Wang, Ke Xu, Liehuang Zhu
2021 J jnl
Privacy-Preserving Machine Learning Training in IoT Aggregation Scenarios.
IEEE Internet Things J.
Liehuang Zhu, Xiangyun Tang, Meng Shen, Feng Gao, Jie Zhang, Xiaojiang Du
2021 B conf
R-AQM: Reverse ACK Active Queue Management in Multi-tenant Data Centers.
ICNP
Xinle Du, Tong Li, Lei Xu, Kai Zheng, Meng Shen, Bo Wu, Ke Xu
2021 A* conf
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis.
CCS
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu
2021 J jnl
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis.
CoRR
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu
2021 — conf
Threat Prediction of Abnormal Transaction Behavior Based on Graph Convolutional Network in Blockchain Digital Currency.
BlockSys
Meng Shen, Anqi Sang, Pengyu Duan, Hao Yu, Liehuang Zhu
2020 — conf
A Survey on Cyberspace Search Engines.
CNCERT
Ruiguang Li, Meng Shen, Hao Yu, Chao Li, Pengyu Duan, Lihuang Zhu
2020 J jnl
ABQ: Active Buffer Queueing in Datacenters.
IEEE Netw.
Lei Xu, Ke Xu, Tong Li, Kai Zheng, Meng Shen, Xiaojiang Du, Xinle Du
2020 A* conf
Analysis, Modeling, and Implementation of Publisher-side Ad Request Filtering.
INFOCOM
Liang Lv, Ke Xu, Haiyang Wang, Meng Shen, Yi Zhao, Minghui Li, Guanhui Geng, Zhichao Liu
2020 J jnl
Blockchain-Assisted Secure Device Authentication for Cross-Domain Industrial IoT.
IEEE J. Sel. Areas Commun.
Meng Shen, Huisen Liu, Liehuang Zhu, Ke Xu, Hongbo Yu, Xiaojiang Du, Mohsen Guizani
2020 J jnl
Blockchain-Based Incentives for Secure and Collaborative Data Sharing in Multiple Clouds.
IEEE J. Sel. Areas Commun.
Meng Shen, Junxian Duan, Liehuang Zhu, Jie Zhang, Xiaojiang Du, Mohsen Guizani
2020 — book
Blockchain: Empowering Secure Data Sharing
Meng Shen, Liehuang Zhu, Ke Xu
2020 J jnl
Bluetooth-based COVID-19 Proximity Tracing Proposals: An Overview.
CoRR
Meng Shen, Yaqian Wei, Tong Li
2020 J jnl
Content-based multi-source encrypted image retrieval in clouds with privacy preservation.
Future Gener. Comput. Syst.
Meng Shen, Guohua Cheng, Liehuang Zhu, Xiaojiang Du, Jiankun Hu
2020 J jnl
Data Security and Privacy in Bitcoin System: A Survey.
J. Comput. Sci. Technol.
Liehuang Zhu, Baokun Zheng, Meng Shen, Feng Gao, Hongyu Li, Kexin Shi
2020 B conf
DeepQoE: Real-time Measurement of Video QoE from Encrypted Traffic with Deep Learning.
IWQoS
Meng Shen, Jinpeng Zhang, Ke Xu, Liehuang Zhu, Jiangchuan Liu, Xiaojiang Du
2020 J jnl
Guest Editorial Special Issue on Trust-Oriented Designs of Internet of Things for Smart Cities.
IEEE Internet Things J.
Meng Shen, Ke Xu, Xiaojiang Du, Martin J. Reed, Md. Zakirul Alam Bhuiyan, Lan Zhang, Rashid Mijumbi
2020 B conf
I Know If the Journey Changes: Flexible Source and Path Validation.
IWQoS
Fan Yang, Ke Xu, Qi Li, Rongxing Lu, Bo Wu, Tong Zhang, Yi Zhao, Meng Shen
2020 J jnl
ID-Based SDN for the Internet of Things.
IEEE Netw.
Xiaoliang Wang, Ke Xu, Wenlong Chen, Qi Li, Meng Shen, Bo Wu
2020 J jnl
Identifying the vulnerabilities of bitcoin anonymous mechanism based on address clustering.
Sci. China Inf. Sci.
Baokun Zheng, Liehuang Zhu, Meng Shen, Xiaojiang Du, Mohsen Guizani
2020 J jnl
Incentive mechanisms for mobile data offloading through operator-owned WiFi access points.
Comput. Networks
Yi Zhao, Ke Xu, Yifeng Zhong, Xiangyang Li, Ning Wang, Hui Su, Meng Shen, Ziwei Li
2020 J jnl
Minimizing Tardiness for Data-Intensive Applications in Heterogeneous Systems: A Matching Theory Perspective.
IEEE Trans. Parallel Distributed Syst.
Ke Xu, Liang Lv, Tong Li, Meng Shen, Haiyang Wang, Kun Yang
2020 J jnl
Optimizing Feature Selection for Efficient Encrypted Traffic Classification: A Systematic Approach.
IEEE Netw.
Meng Shen, Yiting Liu, Liehuang Zhu, Ke Xu, Xiaojiang Du, Nadra Guizani
2020 J jnl
Privacy-Preserving Machine Learning Training in Aggregation Scenarios.
CoRR
Liehuang Zhu, Xiangyun Tang, Meng Shen, Jie Zhang, Xiaojiang Du
2020 J jnl
Robust Attacks on Deep Learning Face Recognition in the Physical World.
CoRR
Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du
2020 J jnl
Secure SVM Training Over Vertically-Partitioned Datasets Using Consortium Blockchain for Vehicular Social Networks.
IEEE Trans. Veh. Technol.
Meng Shen, Jie Zhang, Liehuang Zhu, Ke Xu, Xiangyun Tang
2020 J jnl
Toward Reinforcement-Learning-Based Service Deployment of 5G Mobile Edge Computing with Request-Aware Scheduling.
IEEE Wirel. Commun.
Yanlong Zhai, Tianhong Bao, Liehuang Zhu, Meng Shen, Xiaojiang Du, Mohsen Guizani
2020 — conf
Transaction Deanonymization in Large-Scale Bitcoin Systems via Propagation Pattern Analysis.
SPDE
Meng Shen, Junxian Duan, Ning Shang, Liehuang Zhu
2019 — conf
An Incentive Mechanism Using Shapley Value for Blockchain-Based Medical Data Sharing.
BigDataSecurity/HPSC/IDS
Liehuang Zhu, Hui Dong, Meng Shen, Keke Gai
2019 J jnl
Cloudlet Placement and Task Allocation in Mobile Edge Computing.
IEEE Internet Things J.
Song Yang, Fan Li, Meng Shen, Xu Chen, Xiaoming Fu, Yu Wang
2019 B conf
Encrypted traffic classification of decentralized applications on ethereum using feature fusion.
IWQoS
Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du, Yiting Liu
2019 J jnl
Interference-aware lifetime maximization with joint routing and charging in wireless sensor networks.
CCF Trans. Netw.
Qi Tan, Yi Qu, Ke Xu, Haiyang Wang, Dan Wang, Meng Shen
2019 B conf
Machine Learning Classification on Traffic of Secondary Encryption.
GLOBECOM
Meng Shen, Jinpeng Zhang, Siqi Chen, Yiting Liu, Liehuang Zhu
2019 J jnl
Machine-Learning-Based Positioning: A Survey and Future Directions.
IEEE Netw.
Ziwei Li, Ke Xu, Haiyang Wang, Yi Zhao, Xiaoliang Wang, Meng Shen
2019 J jnl
Privacy-Preserving Energy Trading Using Consortium Blockchain in Smart Grid.
IEEE Trans. Ind. Informatics
Keke Gai, Yulu Wu, Liehuang Zhu, Meikang Qiu, Meng Shen
2019 B conf
Privacy-Preserving Graph Encryption for Approximate Constrained Shortest Distance Queries.
GLOBECOM
Meng Shen, Siqi Chen, Liehuang Zhu, Renyi Xiao, Ke Xu, Xiaojiang Du
2019 J jnl
Privacy-Preserving Image Retrieval for Medical IoT Systems: A Blockchain-Based Approach.
IEEE Netw.
Meng Shen, Yawen Deng, Liehuang Zhu, Xiaojiang Du, Nadra Guizani
2019 J jnl
Privacy-Preserving Support Vector Machine Training Over Blockchain-Based Encrypted IoT Data in Smart Cities.
IEEE Internet Things J.
Meng Shen, Xiangyun Tang, Liehuang Zhu, Xiaojiang Du, Mohsen Guizani
2019 J jnl
RFL: Robust fault localization on unreliable communication channels.
Comput. Networks
Bo Wu, Ke Xu, Qi Li, Bingyang Liu, Shoushou Ren, Fan Yang, Meng Shen, Kui Ren
2019 J jnl
Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-Based IoT.
IEEE Internet Things J.
Meng Shen, Baoli Ma, Liehuang Zhu, Xiaojiang Du, Ke Xu
2019 J jnl
VLA: A Practical Visible Light-based Attack on Face Recognition Systems in Physical World.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Meng Shen, Zelin Liao, Liehuang Zhu, Ke Xu, Xiaojiang Du
2019 — conf
Webpage Fingerprinting using Only Packet Length Information.
ICC
Meng Shen, Yiting Liu, Siqi Chen, Liehuang Zhu, Yuchao Zhang
2018 J jnl
A Blockchain-Based Privacy-Preserving Payment Mechanism for Vehicle-to-Grid Networks.
IEEE Netw.
Feng Gao, Liehuang Zhu, Meng Shen, Kashif Sharif, Zhiguo Wan, Kui Ren
2018 A* conf
A measurement study on multi-path TCP with multiple cellular carriers on high speed rails.
SIGCOMM
Li Li, Ke Xu, Tong Li, Kai Zheng, Chunyi Peng, Dan Wang, Xiangxiang Wang, Meng Shen, Rashid Mijumbi
2018 J jnl
Blockchain-Based Data Preservation System for Medical Data.
J. Medical Syst.
Hongyu Li, Liehuang Zhu, Meng Shen, Feng Gao, Xiaoling Tao, Sheng Liu
2018 J jnl
Cloud-Based Approximate Constrained Shortest Distance Queries Over Encrypted Graphs With Privacy Protection.
CoRR
Meng Shen, Baoli Ma, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu
2018 J jnl
Cloud-Based Approximate Constrained Shortest Distance Queries Over Encrypted Graphs With Privacy Protection.
IEEE Trans. Inf. Forensics Secur.
Meng Shen, Baoli Ma, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu
2018 J jnl
Content-Based Multi-Source Encrypted Image Retrieval in Clouds with Privacy Preservation.
CoRR
Meng Shen, Guohua Cheng, Liehuang Zhu, Xiaojiang Du, Jiankun Hu
2018 B conf
Enabling Efficient Source and Path Verification via Probabilistic Packet Marking.
IWQoS
Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Martin J. Reed, Meng Shen, Fan Yang
2018 J jnl
IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks.
CoRR
Meng Shen, Zelin Liao, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu
2018 J jnl
Online and automatic identification and mining of encryption network behavior in big data environment.
J. Intell. Fuzzy Syst.
Hejun Zhu, Liehuang Zhu, Meng Shen, Salabat Khan
2018 J jnl
Privacy-Preserving DDoS Attack Detection Using Cross-Domain Traffic in Software Defined Networks.
CoRR
Liehuang Zhu, Xiangyun Tang, Meng Shen, Xiaojiang Du, Mohsen Guizani
2018 J jnl
Privacy-Preserving DDoS Attack Detection Using Cross-Domain Traffic in Software Defined Networks.
IEEE J. Sel. Areas Commun.
Liehuang Zhu, Xiangyun Tang, Meng Shen, Xiaojiang Du, Mohsen Guizani
2018 J jnl
Research on the Security of Blockchain Data: A Survey.
CoRR
Liehuang Zhu, Baokun Zheng, Meng Shen, Shui Yu, Feng Gao, Hongyu Li, Kexin Shi, Keke Gai
2018 J jnl
Scalable and Privacy-Preserving Data Sharing Based on Blockchain.
J. Comput. Sci. Technol.
Baokun Zheng, Liehuang Zhu, Meng Shen, Feng Gao, Chuan Zhang, Yandong Li, Jing Yang
2018 J jnl
Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-Based IoT.
CoRR
Meng Shen, Baoli Ma, Liehuang Zhu, Xiaojiang Du, Ke Xu
2018 J jnl
When Homomorphic Cryptosystem Meets Differential Privacy: Training Machine Learning Classifier with Privacy Protection.
CoRR
Xiangyun Tang, Liehuang Zhu, Meng Shen, Xiaojiang Du
2017 J jnl
Classification of Encrypted Traffic With Second-Order Markov Chains and Application Attribute Bigrams.
IEEE Trans. Inf. Forensics Secur.
Meng Shen, Mingwei Wei, Liehuang Zhu, Mingzhong Wang
2017 — conf
CloudShare: Towards a Cost-Efficient and Privacy-Preserving Alliance Cloud Using Permissioned Blockchains.
MONAMI
Yandong Li, Liehuang Zhu, Meng Shen, Feng Gao, Baokun Zheng, Xiaojiang Du, Sheng Liu, Shu Yin
2017 — conf
MINOS: regulating router dataplane actions in dynamic runtime environments.
ACM TUR-C
Lei Xu, Ke Xu, Meng Shen, Kui Ren, Jingyuan Fan, Chaowen Guan, Wenlong Chen
2017 — conf
Malicious Bitcoin Transaction Tracing Using Incidence Relation Clustering.
MONAMI
Baokun Zheng, Liehuang Zhu, Meng Shen, Xiaojiang Du, Jing Yang, Feng Gao, Yandong Li, Chuan Zhang, Sheng Liu, Shu Yin
2016 J jnl
Achieving Optimal Traffic Engineering Using a Generalized Routing Framework.
IEEE Trans. Parallel Distributed Syst.
Ke Xu, Meng Shen, Hongying Liu, Jiangchuan Liu, Fan Li, Tong Li
2016 B conf
Certificate-aware encrypted traffic classification using Second-Order Markov Chain.
IWQoS
Meng Shen, Mingwei Wei, Liehuang Zhu, Mingzhong Wang, Fuliang Li
2016 B conf
Joint Optimization of Flow Latency in Routing and Scheduling for Software Defined Networks.
ICCCN
Meng Shen, Liehuang Zhu, Mingwei Wei, Qiongyu Zhang, Mingzhong Wang, Fan Li
2016 A conf
Measurement, Modeling, and Analysis of TCP in High-Speed Mobility Scenarios.
ICDCS
Qingfang Liu, Ke Xu, Haiyang Wang, Meng Shen, Li Li, Qingyang Xiao
2015 J jnl
A Family of Stable Multipath Dual Congestion Control Algorithms.
J. Comput. Sci. Technol.
Ying Liu, Hongying Liu, Ke Xu, Meng Shen
2015 — conf
A Markov Chain Prediction Model for Routing in Delay Tolerant Networks.
BigCom
Shuai Liu, Fan Li, Qian Zhang, Meng Shen
2015 J jnl
A neuro-fuzzy approach to self-management of virtual network resources.
Expert Syst. Appl.
Rashid Mijumbi, Juan-Luis Gorricho, Joan Serrat, Meng Shen, Ke Xu, Kun Yang
2015 — conf
Availability-Aware Virtual Network Embedding for Multi-tier Applications in Cloud Networks.
HPCC/CSS/ICESS
Meng Shen, Ke Xu, Fuliang Li, Fan Li, Liehuang Zhu, Lei Guan
2015 — conf
Design and Evaluation of a Policy-Based Security Routing and Switching System for Data Interception Attacks.
BigCom
Yudong Zhao, Ke Xu, Rashid Mijumbi, Meng Shen
2015 B conf
Elastic and Efficient Virtual Network Provisioning for Cloud-Based Multi-tier Applications.
ICPP
Meng Shen, Ke Xu, Fan Li, Kun Yang, Liehuang Zhu, Lei Guan
2015 — conf
Fault-tolerant topology for energy-harvesting heterogeneous wireless sensor networks.
ICC
Zhiyuan Yin, Fan Li, Meng Shen, Yu Wang
2015 C conf
Latency-aware routing with bandwidth assignment for Software Defined Networks.
IPCCC
Qiongyu Zhang, Liehuang Zhu, Meng Shen, Mingzhong Wang, Fan Li
2015 — conf
Privacy-Preserving Anomaly Detection Across Multi-domain for Software Defined Networks.
INTRUST
Huishan Bian, Liehuang Zhu, Meng Shen, Mingzhong Wang, Chang Xu, Qiongyu Zhang
2015 C conf
Self-adaptive anonymous communication scheme under SDN architecture.
IPCCC
Tingting Zeng, Meng Shen, Mingzhong Wang, Liehuang Zhu, Fan Li
2015 C conf
Towards shorter task completion time in datacenter networks.
IPCCC
Yuchao Zhang, Ke Xu, Haiyang Wang, Meng Shen
2014 J jnl
A Model Approach to the Estimation of Peer-to-Peer Traffic Matrices.
IEEE Trans. Parallel Distributed Syst.
Ke Xu, Meng Shen, Yong Cui, Mingjiang Ye, Yifeng Zhong
2014 C conf
Achieving bandwidth guarantees in multi-tenant cloud networks using a dual-hose model.
IPCCC
Meng Shen, Lixin Gao, Ke Xu, Liehuang Zhu
2014 C conf
Online combinatorial double auction for mobile cloud computing markets.
IPCCC
Ke Xu, Yuchao Zhang, Xuelin Shi, Haiyang Wang, Yong Wang, Meng Shen
2014 B conf
Towards efficient virtual network embedding across multiple network domains.
IWQoS
Meng Shen, Ke Xu, Kun Yang, Hsiao-Hwa Chen
2012 B conf
Routing On Demand: Toward the Energy-Aware Traffic Engineering with OSPF.
Networking (1)
Meng Shen, Hongying Liu, Ke Xu, Ning Wang, Yifeng Zhong
2011 J jnl
A Large Family of Multi-path Dual Congestion Control Algorithms
CoRR
Ying Liu, Hongying Liu, Ke Xu, Meng Shen, Yifeng Zhong
2011 A* conf
A model approach to estimate Peer-to-Peer traffic matrices.
INFOCOM
Ke Xu, Meng Shen, Mingjiang Ye
2011 A conf
One More Weight is Enough: Toward the Optimal Traffic Engineering with OSPF.
ICDCS
Ke Xu, Hongying Liu, Jiangchuan Liu, Meng Shen
2010 J jnl
One More Weight is Enough: Toward the Optimal Traffic Engineering with OSPF
CoRR
Ke Xu, Hongying Liu, Jiangchuan Liu, Meng Shen