IEEE Transactions on Network Science and Engineering

Article	Citations
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	254
A Bayesian Graph Embedding Model for Link-Based Classification Problems	198
Expected Extinction Times of Epidemics With State-Dependent Infectiousness	189
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	185
Table of Content	180
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	174
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	174
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	165
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	155
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	146
Multi-Authorized, Privacy-Protected, and Traceable Driverless Taxi Data Sharing in Internet of Vehicles	138
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	137
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	131
Clustered Graph Matching for Label Recovery and Graph Classification	130
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	120
Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries	120
Attributes Based Vehicular Named Data Networking for Driving Assistance	117
Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	114
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	111
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	107
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	105
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	100
A Federated Blockchain Security for MEC-enabled IoT Networks in Industrial 5.0	95
Event-Triggered Observer-Based $\mathcal {H}_\infty$ Consensus Control and Fault Detection of Multiagent Systems Under Stochastic False Data Injection Attacks	94
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	93

Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	92
Epidemic Spreading on Directed Networks and Twitter Cascades	90
Inference-Subgraph Driven Multi-Agent DRL for Joint Resource Orchestration in Communication and Computing Power Network	90
An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization	90
BECS: A Privacy-Preserving Computing Resource Sharing Mechanism for 6G Computing Power Network	89
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	86
Multi-Link Enabled Reliable and Low Latency Transmission Design for Edge Estimation	85
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	84
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	84
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	83
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	83
Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	83
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	82
Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	80
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	80
Dynamic QoS Mapping in Integrated 5G-TSN Networks With Programmable Resource Slicing	78
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	77
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	77
Continuous Authentication in IoT-based Smart Home Application: A Survey and a Design Framework Using Vector Similarity Search	77
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	75
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	75
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	74
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	74
Deep Multi-Attributed-View Graph Representation Learning	74
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	73
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	73
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	72
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	72
Temporal Link Prediction via Auxiliary Graph Transformer	72
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	71
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	71
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	71
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	71
Learning-Augmented Online Minimization of Age of Information and Transmission Costs	69
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	67
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	67
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	65
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	65
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	65
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network	64
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	63
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	63
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	63
Foundation Model Empowered Synesthesia of Machines (SoM): AI-Native Intelligent Multi-Modal Sensing-Communication Integration	63
CentralityPool: Centrality-Aware Hierarchical Graph Pooling	62
Block and Transaction Delivery in Ethereum Network	61
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in Multi-AUV Networks	61
Anonymous Classical Message Transmission Through Various Quantum Networks	60
QoS-Aware Multipath Routing in Software-Defined Networks	58
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	58

Algebraic Connectivity: Local and Global Maximizer Graphs	58
Influence Maximization Based on Network Motifs in Mobile Social Networks	57
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	57
Spectrum Efficient Communication for Heterogeneous IoT Networks	54
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	54
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	54
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	53
Cost Minimization Resource Allocation with Service Instance Caching and Task Migration for UAV Mobile Edge Computing	53
Multimedia Traffic Classification for Imbalanced Environment	53
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	53
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	53
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	52
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	52
Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	52
Consensus-Based Distributed Connectivity Control in Multi-Agent Systems	51
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	51
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	51
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	50
Robust Consensus of Multiagent Dynamics With Transmission Constraints and Noises	49
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	49
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	49
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	49
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	49
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	49
Efficient Intrusion Detection for Edge Network via Multi-Stage Few-Shot Class-Incremental Learning	49
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	48
Joint Trajectory and Resource Optimization for Delay Minimization of UAV-Enabled NOMA-MEC System With LWPT	48
Trajectory-Driven Beamforming Optimization: A Unified Framework for Mobile ISAC Agents	48
Cloud Versus Edge Deployment Strategies of Real-Time Face Recognition Inference	47
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	47
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	46
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	46
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	46
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	46
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	45
Community Detection in Graph: An Embedding Method	45
Resilience-Driven Topology Reconfiguration via Hierarchical Deep Reinforcement Learning in Low-Altitude UAV Networks	44
Blockchain-Aided Secure Access Control for UAV Computing Networks	44
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	44
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	44
Adaptive Large Language Model for Task Orchestration in 6G Space-Air-Ground Integrated Computing Power Networks	44
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	44
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	43
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	43
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	43
Table of Content	43
Table of Contents [Front cover]	43
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	42
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	42
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	42
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	42
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	42
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	41
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	41
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	41
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	41
Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning	40
Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	40
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	40
Adaptive Model Pruning in Decentralized Federated Learning	40
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	40
Measuring Network Robustness by Average Network Flow	40
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	39
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	39
On the Stochastic Flocking Dynamics of the Random Discrete Thermodynamic Cucker–Smale Model	39
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	39
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	39
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	39
Structure-Enhanced Contrastive Learning for Graph Clustering	39
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	38
UAV Assisted BS Sleep Strategy for Green Communication	38
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	38
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	38
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	37
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	37
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations	37
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	37
Slicing Resource Scheduling for 6G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	36
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	36
A Novel HSTF-PN Based Interconnection Model for Integration of 5G and Time-Sensitive Networking	36

Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	36
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	36
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	36
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	36
Table of Content	35
Joint Antenna Position and Beamforming Optimization for Movable Antenna-Enabled Secure IRS-ISAC Network	35
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	35
ULBRF: A Framework for Maximizing Influence in Dynamic Networks Based on Upper and Lower Bounds of Propagation	35
Flexible Position Antenna Enabled Resource Optimization for UAV Covert Communication	35
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	34
Information Spread Maximization With Multi-Boosting Stages	34
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	34
A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network	33
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	33
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks	33
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	33
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	33
MRMH: Multi-Constraint Routing Optimization Using Hybrid Metaheuristics in Vehicular Ad-Hoc Networks	33
Distributed ADMM With Linear Updates Over Directed Networks	33
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	33
Distributed Stabilization of Signed Networks via Self-loop Compensation	33
JABS: A Blockchain Simulator for Researching Consensus Algorithms	32
Energy Efficient Heterogeneous Federated Learning Over Mobile Devices: A Deep Reinforcement Learning Based Stackelberg Game Approach	32
Federated User Self-Decision Mechanism for Coupled Electricity and Carbon Market Considering Differentiated Objectives of Heterogeneous DERs	32
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	32
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	32
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	32
Kernel Based Dual-Channel Attributed Graph Community Detection	32
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	32
Distributed Parameter Estimation Under Byzantine Nodes in Sensor Networks	32
TinyML-Enabled Resource-Efficient Framework for Real-Time Network Security in Electric Vehicle Charging Networks	32
Network Growth From Global and Local Influential Nodes	31
Node Importance Estimation via Multi-View Graph Prompting	31
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	31
On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems	31
AAV Video Encoding: Online Rate-Distortion Modeling and Multi-Timescale Rate Control	31
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	31
Wireless Optical Inter-Satellite Link Risk-Aware Snapshot Routing Strategy in Satellite Networks: Multi-Stage Space Debris Evolution	31
Ordinal Embedding for Network Estimation via Graphon	31
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	31
ROFED-LLM: Robust Federated Learning for Large Language Models in Adversarial Wireless Environments	30
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	30
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	30
Topology Sensing of Non-Collaborative Wireless Networks With Conditional Granger Causality	30
Clustering of Diverse Multiplex Networks	30
Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD	30
Differential Graphical Game for Linear Multi-Agent Systems With Deceptive Agents or Traitorous Agents	29
Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks	29
Resource Allocation in SCMA-Empowered Multi-UAV Transmission System	29
Joint Service Caching, Resource Allocation and Computation Offloading in Three-Tier Cooperative Mobile Edge Computing System	29
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	29
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	29
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	29
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	28
Table of Contents	28
GAN-Based Dual Active Learning for Nosocomial Infection Detection	28
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	28
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	28
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	28
Neural-Network-Based Filtering for A General Class of Nonlinear Systems under Dynamically Bounded Innovations Over Sensor Networks	28
UAV Detection and Localization: A RF-Based Framework Via Multiple Stations Collaboration	28
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	28
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning	28
Reputation-Based Distributed Filtering Over Sensor Networks Subject to Stochastic Nonlinearity and Network-Induced Quantization	27
Distributed Privacy-Preserving Time-Varying Output Formation Optimal Tracking for Heterogeneous Multi-Agent Systems With External Disturbances	27
Distributionally Robust Chance-Constrained Transmission Expansion Planning Using a Distributed Solution Method	27
LISP-MM: Efficient LISP-Based Mobility Management in Software Defined Vehicular Networks	27
A Unified Framework for Differentiated Services in Intelligent Healthcare Systems	27
SRA360: Super-Resolution Enhanced Adaptive 360-Degree Video Streaming for Heterogeneous Viewers	27
Enhanced Profit-Driven Optimization for Flexible Server Deployment and Service Placement in Multi-User Mobile Edge Computing Systems	27
FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing	27
Accelerating Block and Transaction Propagation: A Survey on Broadcast Protocols in Blockchain Networks	27
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	27
Adaptively Distributed Nash Equilibrium Seeking of Noncooperative Games for Uncertain Heterogeneous Linear Multi-Agent Systems	27
Connectivity Determination Algorithm for Complex Directed Networks	27
Table of Contents	27
Quantum Deep Reinforcement Learning for Digital Twin-Enabled 6G Networks and Semantic Communications: Considerations for Adoption and Security	26
TokenNet: A Novel Tokenized Resource Marketplace for 6G Network Slicing	26
Hiding in Temporal Networks	26
FAST: Adopting Federated Unlearning to Eliminating Malicious Terminals at Server Side	26
Event-Based Joint State and Unknown Input Estimation for Energy Networks: Handling Multi-Machine Power Grids	26
Fully Distributed Observer Design for Mobile Targets	26
Ranking a Set of Objects Using Heterogeneous Workers: QUITE an Easy Problem	26
Coupling Fear and Contagion for Modeling Epidemic Dynamics	26
Joint Robust Power Control and Task Scheduling for Vehicular Offloading in Cloud-Assisted MEC Networks	25
Network Selection Based on Evolutionary Game and Deep Reinforcement Learning in Space-Air-Ground Integrated Network	25
UAV-NIDD: A Dynamic Dataset for Cybersecurity and Intrusion Detection in UAV Networks	25
Consensus Optimal Filter for Linear Systems Over Amplify-and-Forward Relay Networks: Handling Delayed and Degraded Channels	25
Spatial-Temporal Data Inference With Graph Attention Neural Networks in Sparse Mobile Crowdsensing	25
ACKS-IA: An Access Control and Key Agreement Scheme for Securing Industry 4.0 Applications	25
Constrained Fuzzy Community Detection by a New Modularity Optimization Framework	25
Distributed Online Mirror Descent With Delayed Subgradient and Event-Triggered Communications	25
Deadline-Aware Task Offloading With Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing	25
An Energy-Efficient Wireless Blockchain Sharding Scheme for PBFT Consensus	25
Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing	25