One More Weight is Enough: Toward the Optimal Traffic Engineering with OSPF. - Ke Xu 002; Hongying Liu; Jiangchuan Liu; Meng Shen 001 (ICDCS, 2011)

A model approach to estimate Peer-to-Peer traffic matrices. - Ke Xu 002; Meng Shen 001; Mingjiang Ye (INFOCOM, 2011)

A Large Family of Multi-path Dual Congestion Control Algorithms - Ying Liu 024; Hongying Liu; Ke Xu 002; Meng Shen 001; Yifeng Zhong (CoRR, 2011)

Routing On Demand: Toward the Energy-Aware Traffic Engineering with OSPF. - Meng Shen 001; Hongying Liu; Ke Xu 002; Ning Wang 001; Yifeng Zhong (Networking (1), 2012)

Achieving bandwidth guarantees in multi-tenant cloud networks using a dual-hose model. - Meng Shen 001; Lixin Gao 001; Ke Xu 002; Liehuang Zhu (IPCCC, 2014)

Online combinatorial double auction for mobile cloud computing markets. - Ke Xu 002; Yuchao Zhang; Xuelin Shi; Haiyang Wang; Yong Wang; Meng Shen 001 (IPCCC, 2014)

Towards efficient virtual network embedding across multiple network domains. - Meng Shen 001; Ke Xu 002; Kun Yang 001; Hsiao-Hwa Chen (IWQoS, 2014)

A Model Approach to the Estimation of Peer-to-Peer Traffic Matrices. - Ke Xu 002; Meng Shen 001; Yong Cui 001; Mingjiang Ye; Yifeng Zhong (IEEE Trans. Parallel Distributed Syst., 2014)

A Markov Chain Prediction Model for Routing in Delay Tolerant Networks. - Shuai Liu; Fan Li 001; Qian Zhang 017; Meng Shen 001 (BigCom, 2015)

Design and Evaluation of a Policy-Based Security Routing and Switching System for Data Interception Attacks. - Yudong Zhao; Ke Xu 002; Rashid Mijumbi; Meng Shen 001 (BigCom, 2015)

Availability-Aware Virtual Network Embedding for Multi-tier Applications in Cloud Networks. - Meng Shen 001; Ke Xu 002; Fuliang Li; Fan Li 001; Liehuang Zhu; Lei Guan (HPCC/CSS/ICESS, 2015)

Fault-tolerant topology for energy-harvesting heterogeneous wireless sensor networks. - Zhiyuan Yin; Fan Li 001; Meng Shen 001; Yu Wang 003 (ICC, 2015)

Elastic and Efficient Virtual Network Provisioning for Cloud-Based Multi-tier Applications. - Meng Shen 001; Ke Xu 002; Fan Li 001; Kun Yang 001; Liehuang Zhu; Lei Guan (ICPP, 2015)

Privacy-Preserving Anomaly Detection Across Multi-domain for Software Defined Networks. - Huishan Bian; Liehuang Zhu; Meng Shen 001; Mingzhong Wang; Chang Xu 004; Qiongyu Zhang (INTRUST, 2015)

Self-adaptive anonymous communication scheme under SDN architecture. - Tingting Zeng; Meng Shen 001; Mingzhong Wang; Liehuang Zhu; Fan Li 001 (IPCCC, 2015)

Towards shorter task completion time in datacenter networks. - Yuchao Zhang; Ke Xu 002; Haiyang Wang; Meng Shen 001 (IPCCC, 2015)

Latency-aware routing with bandwidth assignment for Software Defined Networks. - Qiongyu Zhang; Liehuang Zhu; Meng Shen 001; Mingzhong Wang; Fan Li 001 (IPCCC, 2015)

A neuro-fuzzy approach to self-management of virtual network resources. - Rashid Mijumbi; Juan-Luis Gorricho; Joan Serrat 001; Meng Shen 001; Ke Xu 002; Kun Yang 001 (Expert Syst. Appl., 2015)

A Family of Stable Multipath Dual Congestion Control Algorithms. - Ying Liu 024; Hongying Liu; Ke Xu 002; Meng Shen 001 (J. Comput. Sci. Technol., 2015)

Joint Optimization of Flow Latency in Routing and Scheduling for Software Defined Networks. - Meng Shen 001; Liehuang Zhu; Mingwei Wei; Qiongyu Zhang; Mingzhong Wang; Fan Li 001 (ICCCN, 2016)

Measurement, Modeling, and Analysis of TCP in High-Speed Mobility Scenarios. - Qingfang Liu; Ke Xu 002; Haiyang Wang; Meng Shen 001; Li Li 034; Qingyang Xiao (ICDCS, 2016)

Certificate-aware encrypted traffic classification using Second-Order Markov Chain. - Meng Shen 001; Mingwei Wei; Liehuang Zhu; Mingzhong Wang; Fuliang Li (IWQoS, 2016)

Achieving Optimal Traffic Engineering Using a Generalized Routing Framework. - Ke Xu 002; Meng Shen 001; Hongying Liu; Jiangchuan Liu; Fan Li 001; Tong Li 014 (IEEE Trans. Parallel Distributed Syst., 2016)

MINOS: regulating router dataplane actions in dynamic runtime environments. - Lei Xu 019; Ke Xu 002; Meng Shen 001; Kui Ren 001; Jingyuan Fan; Chaowen Guan; Wenlong Chen (ACM TUR-C, 2017)

CloudShare: Towards a Cost-Efficient and Privacy-Preserving Alliance Cloud Using Permissioned Blockchains. - Yandong Li; Liehuang Zhu; Meng Shen 001; Feng Gao 019; Baokun Zheng; Xiaojiang Du; Sheng Liu; Shu Yin (MONAMI, 2017)

Malicious Bitcoin Transaction Tracing Using Incidence Relation Clustering. - Baokun Zheng; Liehuang Zhu; Meng Shen 001; Xiaojiang Du; Jing Yang; Feng Gao 019; Yandong Li; Chuan Zhang 003; Sheng Liu; Shu Yin (MONAMI, 2017)

Classification of Encrypted Traffic With Second-Order Markov Chains and Application Attribute Bigrams. - Meng Shen 001; Mingwei Wei; Liehuang Zhu; Mingzhong Wang (IEEE Trans. Inf. Forensics Secur., 2017)

Enabling Efficient Source and Path Verification via Probabilistic Packet Marking. - Bo Wu 002; Ke Xu 002; Qi Li 002; Zhuotao Liu; Yih-Chun Hu; Martin J. Reed; Meng Shen 001; Fan Yang (IWQoS, 2018)

A measurement study on multi-path TCP with multiple cellular carriers on high speed rails. - Li Li 034; Ke Xu 002; Tong Li 014; Kai Zheng 003; Chunyi Peng 001; Dan Wang 002; Xiangxiang Wang; Meng Shen 001; Rashid Mijumbi (SIGCOMM, 2018)

IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks. - Meng Shen 001; Zelin Liao; Liehuang Zhu; Rashid Mijumbi; Xiaojiang Du; Jiankun Hu (CoRR, 2018)

Research on the Security of Blockchain Data: A Survey. - Liehuang Zhu; Baokun Zheng; Meng Shen 001; Shui Yu 001; Feng Gao 019; Hongyu Li; Kexin Shi; Keke Gai (CoRR, 2018)

When Homomorphic Cryptosystem Meets Differential Privacy: Training Machine Learning Classifier with Privacy Protection. - Xiangyun Tang; Liehuang Zhu; Meng Shen 001; Xiaojiang Du (CoRR, 2018)

Scalable and Privacy-Preserving Data Sharing Based on Blockchain. - Baokun Zheng; Liehuang Zhu; Meng Shen 001; Feng Gao 019; Chuan Zhang 003; Yandong Li; Jing Yang (J. Comput. Sci. Technol., 2018)

Online and automatic identification and mining of encryption network behavior in big data environment. - Hejun Zhu; Liehuang Zhu; Meng Shen 001; Salabat Khan (J. Intell. Fuzzy Syst., 2018)

Blockchain-Based Data Preservation System for Medical Data. - Hongyu Li; Liehuang Zhu; Meng Shen 001; Feng Gao 019; Xiaoling Tao; Sheng Liu (J. Medical Syst., 2018)

Privacy-Preserving DDoS Attack Detection Using Cross-Domain Traffic in Software Defined Networks. - Liehuang Zhu; Xiangyun Tang; Meng Shen 001; Xiaojiang Du; Mohsen Guizani (IEEE J. Sel. Areas Commun., 2018)

A Blockchain-Based Privacy-Preserving Payment Mechanism for Vehicle-to-Grid Networks. - Feng Gao 019; Liehuang Zhu; Meng Shen 001; Kashif Sharif; Zhiguo Wan; Kui Ren 001 (IEEE Netw., 2018)

Cloud-Based Approximate Constrained Shortest Distance Queries Over Encrypted Graphs With Privacy Protection. - Meng Shen 001; Baoli Ma; Liehuang Zhu; Rashid Mijumbi; Xiaojiang Du; Jiankun Hu (IEEE Trans. Inf. Forensics Secur., 2018)

An Incentive Mechanism Using Shapley Value for Blockchain-Based Medical Data Sharing. - Liehuang Zhu; Hui Dong; Meng Shen 001; Keke Gai (BigDataSecurity/HPSC/IDS, 2019)

Privacy-Preserving Graph Encryption for Approximate Constrained Shortest Distance Queries. - Meng Shen 001; Siqi Chen; Liehuang Zhu; Renyi Xiao; Ke Xu 002; Xiaojiang Du (GLOBECOM, 2019)

Machine Learning Classification on Traffic of Secondary Encryption. - Meng Shen 001; Jinpeng Zhang; Siqi Chen; Yiting Liu; Liehuang Zhu (GLOBECOM, 2019)

Webpage Fingerprinting using Only Packet Length Information. - Meng Shen 001; Yiting Liu; Siqi Chen; Liehuang Zhu; Yuchao Zhang (ICC, 2019)

Encrypted traffic classification of decentralized applications on ethereum using feature fusion. - Meng Shen 001; Jinpeng Zhang; Liehuang Zhu; Ke Xu 002; Xiaojiang Du; Yiting Liu (IWQoS, 2019)

Interference-aware lifetime maximization with joint routing and charging in wireless sensor networks. - Qi Tan 003; Yi Qu; Ke Xu 002; Haiyang Wang; Dan Wang 002; Meng Shen 001 (CCF Trans. Netw., 2019)

RFL: Robust fault localization on unreliable communication channels. - Bo Wu 002; Ke Xu 002; Qi Li 002; Bingyang Liu; Shoushou Ren; Fan Yang; Meng Shen 001; Kui Ren 001 (Comput. Networks, 2019)

VLA: A Practical Visible Light-based Attack on Face Recognition Systems in Physical World. - Meng Shen 001; Zelin Liao; Liehuang Zhu; Ke Xu 002; Xiaojiang Du (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-Based IoT. - Meng Shen 001; Baoli Ma; Liehuang Zhu; Xiaojiang Du; Ke Xu 002 (IEEE Internet Things J., 2019)

Privacy-Preserving Support Vector Machine Training Over Blockchain-Based Encrypted IoT Data in Smart Cities. - Meng Shen 001; Xiangyun Tang; Liehuang Zhu; Xiaojiang Du; Mohsen Guizani (IEEE Internet Things J., 2019)

Cloudlet Placement and Task Allocation in Mobile Edge Computing. - Song Yang 002; Fan Li 001; Meng Shen 001; Xu Chen 004; Xiaoming Fu 001; Yu Wang 003 (IEEE Internet Things J., 2019)

Machine-Learning-Based Positioning: A Survey and Future Directions. - Ziwei Li; Ke Xu 002; Haiyang Wang; Yi Zhao 011; Xiaoliang Wang 004; Meng Shen 001 (IEEE Netw., 2019)

Privacy-Preserving Image Retrieval for Medical IoT Systems: A Blockchain-Based Approach. - Meng Shen 001; Yawen Deng; Liehuang Zhu; Xiaojiang Du; Nadra Guizani (IEEE Netw., 2019)

Privacy-Preserving Energy Trading Using Consortium Blockchain in Smart Grid. - Keke Gai; Yulu Wu; Liehuang Zhu; Meikang Qiu; Meng Shen 001 (IEEE Trans. Ind. Informatics, 2019)

Blockchain: Empowering Secure Data Sharing - Meng Shen 001; Liehuang Zhu; Ke Xu 002 (Springer, 2020)

A Survey on Cyberspace Search Engines. - Ruiguang Li; Meng Shen 001; Hao Yu; Chao Li 023; Pengyu Duan; Lihuang Zhu (CNCERT, 2020)

Analysis, Modeling, and Implementation of Publisher-side Ad Request Filtering. - Liang Lv; Ke Xu 002; Haiyang Wang; Meng Shen 001; Yi Zhao 011; Minghui Li; Guanhui Geng; Zhichao Liu (INFOCOM, 2020)

DeepQoE: Real-time Measurement of Video QoE from Encrypted Traffic with Deep Learning. - Meng Shen 001; Jinpeng Zhang; Ke Xu 002; Liehuang Zhu; Jiangchuan Liu; Xiaojiang Du (IWQoS, 2020)

I Know If the Journey Changes: Flexible Source and Path Validation. - Fan Yang; Ke Xu 002; Qi Li 002; Rongxing Lu; Bo Wu 002; Tong Zhang; Yi Zhao 011; Meng Shen 001 (IWQoS, 2020)

Transaction Deanonymization in Large-Scale Bitcoin Systems via Propagation Pattern Analysis. - Meng Shen 001; Junxian Duan; Ning Shang; Liehuang Zhu (SPDE, 2020)

Identifying the vulnerabilities of bitcoin anonymous mechanism based on address clustering. - Baokun Zheng; Liehuang Zhu; Meng Shen 001; Xiaojiang Du; Mohsen Guizani (Sci. China Inf. Sci., 2020)

Incentive mechanisms for mobile data offloading through operator-owned WiFi access points. - Yi Zhao 011; Ke Xu 002; Yifeng Zhong; Xiangyang Li 001; Ning Wang 001; Hui Su; Meng Shen 001; Ziwei Li (Comput. Networks, 2020)

Bluetooth-based COVID-19 Proximity Tracing Proposals: An Overview. - Meng Shen 001; Yaqian Wei; Tong Li 014 (CoRR, 2020)

Privacy-Preserving Machine Learning Training in Aggregation Scenarios. - Liehuang Zhu; Xiangyun Tang; Meng Shen 001; Jie Zhang 061; Xiaojiang Du (CoRR, 2020)

Robust Attacks on Deep Learning Face Recognition in the Physical World. - Meng Shen 001; Hao Yu; Liehuang Zhu; Ke Xu 002; Qi Li 002; Xiaojiang Du (CoRR, 2020)

Content-based multi-source encrypted image retrieval in clouds with privacy preservation. - Meng Shen 001; Guohua Cheng; Liehuang Zhu; Xiaojiang Du; Jiankun Hu (Future Gener. Comput. Syst., 2020)

Guest Editorial Special Issue on Trust-Oriented Designs of Internet of Things for Smart Cities. - Meng Shen 001; Ke Xu 002; Xiaojiang Du; Martin J. Reed; Md. Zakirul Alam Bhuiyan; Lan Zhang; Rashid Mijumbi (IEEE Internet Things J., 2020)

Data Security and Privacy in Bitcoin System: A Survey. - Liehuang Zhu; Baokun Zheng; Meng Shen 001; Feng Gao 019; Hongyu Li; Kexin Shi (J. Comput. Sci. Technol., 2020)

Blockchain-Based Incentives for Secure and Collaborative Data Sharing in Multiple Clouds. - Meng Shen 001; Junxian Duan; Liehuang Zhu; Jie Zhang 061; Xiaojiang Du; Mohsen Guizani (IEEE J. Sel. Areas Commun., 2020)

Blockchain-Assisted Secure Device Authentication for Cross-Domain Industrial IoT. - Meng Shen 001; Huisen Liu; Liehuang Zhu; Ke Xu 002; Hongbo Yu; Xiaojiang Du; Mohsen Guizani (IEEE J. Sel. Areas Commun., 2020)

Optimizing Feature Selection for Efficient Encrypted Traffic Classification: A Systematic Approach. - Meng Shen 001; Yiting Liu; Liehuang Zhu; Ke Xu 002; Xiaojiang Du; Nadra Guizani (IEEE Netw., 2020)

ID-Based SDN for the Internet of Things. - Xiaoliang Wang 004; Ke Xu 002; Wenlong Chen; Qi Li 002; Meng Shen 001; Bo Wu 002 (IEEE Netw., 2020)

ABQ: Active Buffer Queueing in Datacenters. - Lei Xu 019; Ke Xu 002; Tong Li 014; Kai Zheng 003; Meng Shen 001; Xiaojiang Du; Xinle Du (IEEE Netw., 2020)

Minimizing Tardiness for Data-Intensive Applications in Heterogeneous Systems: A Matching Theory Perspective. - Ke Xu 002; Liang Lv; Tong Li 014; Meng Shen 001; Haiyang Wang; Kun Yang 001 (IEEE Trans. Parallel Distributed Syst., 2020)

Secure SVM Training Over Vertically-Partitioned Datasets Using Consortium Blockchain for Vehicular Social Networks. - Meng Shen 001; Jie Zhang 061; Liehuang Zhu; Ke Xu 002; Xiangyun Tang (IEEE Trans. Veh. Technol., 2020)

Toward Reinforcement-Learning-Based Service Deployment of 5G Mobile Edge Computing with Request-Aware Scheduling. - Yanlong Zhai; Tianhong Bao; Liehuang Zhu; Meng Shen 001; Xiaojiang Du; Mohsen Guizani (IEEE Wirel. Commun., 2020)

Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction. - Xiangyun Tang; Dongliang Liao; Weijie Huang; Jin Xu 014; Liehuang Zhu; Meng Shen 001 (AAAI, 2021)

Threat Prediction of Abnormal Transaction Behavior Based on Graph Convolutional Network in Blockchain Digital Currency. - Meng Shen 001; Anqi Sang; Pengyu Duan; Hao Yu; Liehuang Zhu (BlockSys, 2021)

Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis. - Chuanpu Fu; Qi Li 002; Meng Shen 001; Ke Xu 002 (CCS, 2021)

R-AQM: Reverse ACK Active Queue Management in Multi-tenant Data Centers. - Xinle Du; Tong Li 014; Lei Xu 019; Kai Zheng 003; Meng Shen 001; Bo Wu 002; Ke Xu 002 (ICNP, 2021)

Efficient Fine-Grained Website Fingerprinting via Encrypted Traffic Analysis with Deep Learning. - Meng Shen 001; Zhenbo Gao; Liehuang Zhu; Ke Xu 002 (IWQoS, 2021)

Privacy-Preserving Approximate Top-k Nearest Keyword Queries over Encrypted Graphs. - Meng Shen 001; Minghui Wang; Ke Xu 002; Liehuang Zhu (IWQoS, 2021)

Opponent portrait for multiagent reinforcement learning in competitive environment. - Yuxi Ma; Meng Shen 001; Yuhang Zhao 003; Zhao Li; Xiaoyao Tong; Quanxin Zhang 001; Zhi Wang 014 (Int. J. Intell. Syst., 2021)

IriTrack: Face Presentation Attack Detection Using Iris Tracking. - Meng Shen 001; Yaqian Wei; Zelin Liao; Liehuang Zhu (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Exploiting Unintended Property Leakage in Blockchain-Assisted Federated Learning for Intelligent Edge Computing. - Meng Shen 001; Huan Wang; Bin Zhang 016; Liehuang Zhu; Ke Xu 002; Qi Li 002; Xiaojiang Du (IEEE Internet Things J., 2021)

Privacy-Preserving Machine Learning Training in IoT Aggregation Scenarios. - Liehuang Zhu; Xiangyun Tang; Meng Shen 001; Feng Gao 019; Jie Zhang 061; Xiaojiang Du (IEEE Internet Things J., 2021)

Fine-Grained Webpage Fingerprinting Using Only Packet Length Information of Encrypted Traffic. - Meng Shen 001; Yiting Liu; Liehuang Zhu; Xiaojiang Du; Jiankun Hu (IEEE Trans. Inf. Forensics Secur., 2021)

Effective and Robust Physical-World Attacks on Deep Learning Face Recognition Systems. - Meng Shen 001; Hao Yu; Liehuang Zhu; Ke Xu 002; Qi Li 002; Jiankun Hu (IEEE Trans. Inf. Forensics Secur., 2021)

Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks. - Meng Shen 001; Jinpeng Zhang; Liehuang Zhu; Ke Xu 002; Xiaojiang Du (IEEE Trans. Inf. Forensics Secur., 2021)

Traffic Correlation for Deanonymizing Cryptocurrency Wallet Through Tor. - Xiangdong Kong; Meng Shen 001; Zheng Che; Congcong Yu; Liehuang Zhu (BlockSys, 2022)

Real-Time Detection of Cryptocurrency Mining Behavior. - Ke Ye; Meng Shen 001; Zhenbo Gao; Liehuang Zhu (BlockSys, 2022)

Privacy-preserving Training Algorithm for Naive Bayes Classifiers. - Rui Wang; Xiangyun Tang; Meng Shen 001; Liehuang Zhu (ICC, 2022)

Stealthy Clustering of Ethereum Transactions Using Time Leakage from Fixed Nodes. - Congcong Yu; Chengpu Jiang; Chen Yang 011; Meng Shen 001; Liehuang Zhu; Zheng Che (ICDCS Workshops, 2022)

Effective and Lightweight Defenses Against Website Fingerprinting on Encrypted Traffic. - Chengpu Jiang; Zhenbo Gao; Meng Shen 001 (ICPCSEE (2), 2022)

Malicious Transaction Identification in Digital Currency via Federated Graph Deep Learning. - Hanbiao Du; Meng Shen 001; Rungeng Sun; Jizhe Jia; Liehuang Zhu; Yanlong Zhai (INFOCOM Workshops, 2022)

Optimal Block Propagation and Incentive Mechanism for Blockchain Networks in 6G. - Jinbo Wen; Xiaojun Liu; Zehui Xiong; Meng Shen 001; Siming Wang; Yutao Jiao; Jiawen Kang 001; He Li (TrustCom, 2022)

FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy. - Xingtong Liu; Meng Shen 001; Laizhong Cui; Ke Ye; Jizhe Jia; Guangchun Yue (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Defending Against Link Flooding Attacks in Internet of Things: A Bayesian Game Approach. - Xu Chen 004; Wei Feng 001; Yantian Luo; Meng Shen 001; Ning Ge 001; Xianbin Wang 001 (IEEE Internet Things J., 2022)

Behavior-Aware Account De-Anonymization on Ethereum Interaction Graph. - Jiajun Zhou; Chenkai Hu; Jianlei Chi; Jiajing Wu; Meng Shen 001; Qi Xuan 001 (IEEE Trans. Inf. Forensics Secur., 2022)

Secure and Efficient Blockchain-Assisted Authentication for Edge-Integrated Internet-of-Vehicles. - Meng Shen 001; Hao Lu; Fei Wang 014; Huisen Liu; Liehuang Zhu (IEEE Trans. Veh. Technol., 2022)

Secure and Trusted Collaborative Learning Based on Blockchain for Artificial Intelligence of Things. - Xiangyun Tang; Liehuang Zhu; Meng Shen 001; Jialiang Peng; Jiawen Kang 001; Dusit Niyato; Ahmed A. Abd El-Latif 001 (IEEE Wirel. Commun., 2022)

From Ledger to P2P Network: De-anonymization on Bitcoin Using Cross-Layer Analysis. - Che Zheng; Meng Shen 001; Junxian Duan; Liehuang Zhu (APPT, 2023)

Subverting Website Fingerprinting Defenses with Robust Traffic Representation. - Meng Shen 001; Kexin Ji; Zhenbo Gao; Qi Li 002; Liehuang Zhu; Ke Xu 002 (USENIX Security Symposium, 2023)

Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey. - Meng Shen 001; Ke Ye; Xingtong Liu; Liehuang Zhu; Jiawen Kang 001; Shui Yu 001; Qi Li 002; Ke Xu 002 (IEEE Commun. Surv. Tutorials, 2023)

Artificial Intelligence for Web 3.0: A Comprehensive Survey. - Meng Shen 001; Zhehui Tan; Dusit Niyato; Yuzhi Liu; Jiawen Kang 001; Zehui Xiong; Liehuang Zhu; Wei Wang 021; Xuemin Shen (CoRR, 2023)

PILE: Robust Privacy-Preserving Federated Learning Via Verifiable Perturbations. - Xiangyun Tang; Meng Shen 001; Qi Li 002; Liehuang Zhu; Tengfei Xue; Qiang Qu (IEEE Trans. Dependable Secur. Comput., 2023)

CBSeq: A Channel-Level Behavior Sequence for Encrypted Malware Traffic Detection. - Susu Cui; Cong Dong; Meng Shen 001; Yuling Liu; Bo Jiang 013; Zhigang Lu 002 (IEEE Trans. Inf. Forensics Secur., 2023)

Frequency Domain Feature Based Robust Malicious Traffic Detection. - Chuanpu Fu; Qi Li 002; Meng Shen 001; Ke Xu 002 (IEEE/ACM Trans. Netw., 2023)

R-AQM: Reverse ACK Active Queue Management in Multitenant Data Centers. - Xinle Du; Ke Xu 002; Lei Xu 019; Kai Zheng 003; Meng Shen 001; Bo Wu 002; Tong Li 014 (IEEE/ACM Trans. Netw., 2023)

Blockchains for Artificial Intelligence of Things: A Comprehensive Survey. - Meng Shen 001; Aijing Gu; Jiawen Kang 001; Xiangyun Tang; Xiaodong Lin 001; Liehuang Zhu; Dusit Niyato (IEEE Internet Things J., 2023)

Graph based encrypted malicious traffic detection with hybrid analysis of multi-view features. - Yueping Hong; Qi Li 002; Yanqing Yang; Meng Shen 001 (Inf. Sci., 2023)

Aparecium: understanding and detecting scam behaviors on Ethereum via biased random walk. - Chuyi Yan; Chen Zhang; Meng Shen 001; Ning Li; Jinhao Liu; Yinhao Qi; Zhigang Lu 002; Yuling Liu (Cybersecur., 2023)

Security and Privacy in Web 3.0 - Meng Shen 001; Xiangyun Tang; Wei Wang; Liehuang Zhu (Springer, 2024)

Detecting Tunneled Flooding Traffic via Deep Semantic Analysis of Packet Length Patterns. - Chuanpu Fu; Qi Li 002; Meng Shen 001; Ke Xu 002 (CCS, 2024)

Encrypted Malware Traffic Detection Via Time-Frequency Domain Analysis. - Yukai Liu; Jizhe Jia; Jinhe Wu; Junyu Ai; Meng Shen 001; Liehuang Zhu (ICA3PP (5), 2024)

Behavior-Driven Encrypted Malware Detection with Robust Traffic Representation. - Peng Yin; Jizhe Jia; Jing Wang 150; Yukai Liu; Meng Shen 001; Liehuang Zhu (ICA3PP (5), 2024)

A Segmentation-Based Scheme to Expedite Block Propagation in Blockchain Networks. - Zhihan Qiu; Qinglin Zhao; Li Feng 001; MengChu Zhou; Meng Shen 001; Yi Liu; Yi Sun (ICNSC, 2024)

A Meta Distribution-Based Fine-Grained Analysis for Contention-based WiFi Backscatter Networks. - Yulei Wang; Qinglin Zhao; Li Feng 001; MengChu Zhou; Meng Shen 001; Yu Luo; Yi Sun (ICNSC, 2024)

Towards Lightweight User Identification of Anonymous Cryptocurrency Wallet via Encrypted Traffic Correlation. - Xiangdong Kong; Jizhe Jia; Jinhe Wu; Meng Shen 001; Liehuang Zhu (ICPADS, 2024)

Rethinking and Optimizing Workload Redistribution in Large-scale Internet Data Centers. - Yi Zhao 011; Liang Lv; Yusen Li; Meng Shen 001; Liehuang Zhu; Ke Xu 002 (IWQoS, 2024)

Real-Time Website Fingerprinting Defense via Traffic Cluster Anonymization. - Meng Shen 001; Kexin Ji; Jinhe Wu; Qi Li 002; Xiangdong Kong; Ke Xu 002; Liehuang Zhu (SP, 2024)

Transferability of White-box Perturbations: Query-Efficient Adversarial Attacks against Commercial DNN Services. - Meng Shen 001; Changyue Li; Qi Li 002; Hao Lu; Liehuang Zhu; Ke Xu 002 (USENIX Security Symposium, 2024)

Freshness-aware Block Propagation Optimization in 6G-based Web 3.0: An Evolutionary Game Approach. - Jinbo Wen; Jiawen Kang 001; Zehui Xiong; Hongyang Du; Zhaohui Yang 001; Dusit Niyato; Meng Shen 001; Yutao Jiao; Yang Zhang 025 (CoRR, 2024)

The Illusion of Anonymity: Uncovering the Impact of User Actions on Privacy in Web3 Social Ecosystems. - Bin Wang 062; Tianjian Liu; Wenqi Wang; Yuan Weng; Chao Li 023; Guangquan Xu; Meng Shen 001; Sencun Zhu; Wei Wang 012 (CoRR, 2024)

EVeCA: Efficient and Verifiable On-Chain Data Query Framework Using Challenge-Based Authentication. - Meng Shen 001; Yuzhi Liu; Qinglin Zhao; Wei Wang; Wei Ou; Wenbao Han; Liehuang Zhu (CoRR, 2024)

Across-Platform Detection of Malicious Cryptocurrency Transactions via Account Interaction Learning. - Zheng Che; Meng Shen 001; Zhehui Tan; Hanbiao Du; Liehuang Zhu; Wei Wang 012; Ting Chen 002; Qinglin Zhao; Yong Xie 003 (CoRR, 2024)

Confidence-Aware Sentiment Quantification via Sentiment Perturbation Modeling. - Xiangyun Tang; Dongliang Liao; Meng Shen 001; Liehuang Zhu; Shen Huang; Gongfu Li; Hong Man; Jin Xu 014 (IEEE Trans. Affect. Comput., 2024)

Decision-Based Query Efficient Adversarial Attack via Adaptive Boundary Learning. - Meng Shen 001; Changyue Li; Hao Yu; Qi Li 002; Liehuang Zhu; Ke Xu 002 (IEEE Trans. Dependable Secur. Comput., 2024)

Breaking the Anonymity of Ethereum Mixing Services Using Graph Feature Learning. - Hanbiao Du; Zheng Che; Meng Shen 001; Liehuang Zhu; Jiankun Hu (IEEE Trans. Inf. Forensics Secur., 2024)

Secure Decentralized Aggregation to Prevent Membership Privacy Leakage in Edge-Based Federated Learning. - Meng Shen 001; Jing Wang 150; Jie Zhang 061; Qinglin Zhao; Bohan Peng; Tong Wu 011; Liehuang Zhu; Ke Xu 002 (IEEE Trans. Netw. Sci. Eng., 2024)

Efficient IoT Device Identification via Network Behavior Analysis Based on Time Series Dictionary. - Jianjin Zhao; Qi Li 002; Jintao Sun; Mianxiong Dong; Kaoru Ota; Meng Shen 001 (IEEE Internet Things J., 2024)

MetaRockETC: Adaptive Encrypted Traffic Classification in Complex Network Environments via Time Series Analysis and Meta-Learning. - Jianjin Zhao; Qi Li 002; Yueping Hong; Meng Shen 001 (IEEE Trans. Netw. Serv. Manag., 2024)

Secure Semantic Communications: Challenges, Approaches, and Opportunities. - Meng Shen 001; Jing Wang 150; Hongyang Du; Dusit Niyato; Xiangyun Tang; Jiawen Kang 001; Yaoling Ding; Liehuang Zhu (IEEE Netw., 2024)

Artificial Intelligence for Web 3.0: A Comprehensive Survey. - Meng Shen 001; Zhehui Tan; Dusit Niyato; Yuzhi Liu; Jiawen Kang 001; Zehui Xiong; Liehuang Zhu; Wei Wang 012; Xuemin (Sherman) Shen (ACM Comput. Surv., 2024)

A distributed learning framework with blockchain and privacy-preserving for IoV. - Chunhai Li; Yan Long; Yong Ding; Changsong Yang; Chuan Zhang 003; Meng Shen 001; Liehuang Zhu (Appl. Soft Comput., 2025)

Algorithms for online fault tolerance server consolidation. - Boyu Li 002; Bin Wu 002; Meng Shen 001; Hao Peng 002; Weisheng Li 001; Hong Zhang; Jie Gan; Zhihong Tian; Guangquan Xu (Digit. Commun. Networks, 2025)

RobustPFL: Robust Personalized Federated Learning. - Guorong Chen; Wei Wang 012; Yufang Wu; Chao Li 023; Guangquan Xu; Shouling Ji; Tao Li 022; Meng Shen 001; Yufei Han 001 (IEEE Trans. Dependable Secur. Comput., 2025)

StealthPath: Privacy-Preserving Path Validation in the Data Plane of Path-Aware Networks. - Jiliang Li; Yuan Su; Rongxing Lu; Zhou Su; Weizhi Meng 001; Meng Shen 001 (IEEE Trans. Dependable Secur. Comput., 2025)

TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum. - Jinhuan Wang; Pengtao Chen; Xinyao Xu; Jiajing Wu; Meng Shen 001; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Dependable Secur. Comput., 2025)

Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning. - Zheng Che; Meng Shen 001; Zhehui Tan; Hanbiao Du; Wei Wang 012; Ting Chen 002; Qinglin Zhao; Yong Xie 003; Liehuang Zhu (IEEE Trans. Inf. Forensics Secur., 2025)

Robust Detection of Malicious Encrypted Traffic via Contrastive Learning. - Meng Shen 001; Jinhe Wu; Ke Ye; Ke Xu 002; Gang Xiong 001; Liehuang Zhu (IEEE Trans. Inf. Forensics Secur., 2025)

ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework. - Xiangyun Tang; Minyang Li; Meng Shen 001; Jiawen Kang 001; Liehuang Zhu; Zhiquan Liu; Guomin Yang; Dusit Niyato; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2025)

Enforcing Differential Privacy in Federated Learning via Long-Term Contribution Incentives. - Xiangyun Tang; Luyao Peng; Yu Weng; Meng Shen 001; Liehuang Zhu; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2025)

ReTrial: Robust Encrypted Malicious Traffic Detection via Discriminative Relation Incorporation and Misleading Relation Correction. - Jianjin Zhao; Qi Li 002; Zewei Han; Junsong Fu 001; Guoshun Nan; Meng Shen 001; Bharat K. Bhargava (IEEE Trans. Inf. Forensics Secur., 2025)

Correlating Account on Ethereum Mixing Service via Domain-Invariant feature learning. - Zheng Che; Taoyu Li; Meng Shen 001; Hanbiao Du; Liehuang Zhu (CoRR, 2025)

Language of Network: A Generative Pre-trained Model for Encrypted Traffic Comprehension. - Di Zhao; Bo Jiang 013; Song Liu; Susu Cui; Meng Shen 001; Dongqi Han; Xingmao Guan; Zhigang Lu 002 (CoRR, 2025)

Blockchain Takeovers in Web 3.0: An Empirical Study on the TRON-Steem Incident. - Chao Li 023; Runhua Xu; Balaji Palanisamy; Li Duan; Meng Shen 001; Jiqiang Liu; Wei Wang 012 (ACM Trans. Web, 2025)

S-Leak: Leakage-Abuse Attack Against Efficient Conjunctive SSE via s-term Leakage. - Yue Su; Meng Shen 001; Cong Zuo; Yuzhi Liu; Liehuang Zhu (CoRR, 2025)

Label Inference Attacks against Federated Unlearning. - Wei Wang; Xiangyun Tang; Yajie Wang; Yijing Lin; Tao Zhang 063; Meng Shen 001; Dusit Niyato; Liehuang Zhu (CoRR, 2025)

Optimal AoI-Based Block Propagation and Incentive Mechanism for Blockchain Networks in Web 3.0. - Jinbo Wen; Jiawen Kang 001; Zehui Xiong; Hongyang Du; Zhaohui Yang 001; Dusit Niyato; Meng Shen 001; Yutao Jiao; Yang Zhang 025 (IEEE Trans. Cogn. Commun. Netw., 2025)

MemDefense: Defending Against Membership Inference Attacks in IoT-Based Federated Learning via Pruning Perturbations. - Meng Shen 001; Jin Meng; Ke Xu 002; Shui Yu 001; Liehuang Zhu (IEEE Trans. Big Data, 2025)