IEEE Transactions on Network Science and Engineering

Article	Citations
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	226
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	186
A Bayesian Graph Embedding Model for Link-Based Classification Problems	178
Expected Extinction Times of Epidemics With State-Dependent Infectiousness	174
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	170
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	170
Table of Content	168
Multi-authorized, Privacy-protected, and Traceable Driverless Taxi Data Sharing in Internet of Vehicles	154
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	141
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	132
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	132
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	129
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	124
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	124
Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	117
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	112
Attributes Based Vehicular Named Data Networking for Driving Assistance	112
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	109
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	104
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	101
Deep Multi-Attributed-View Graph Representation Learning	98
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	98
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	88
Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	88
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	86

Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	84
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	83
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	83
Clustered Graph Matching for Label Recovery and Graph Classification	82
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	81
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	80
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	79
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	78
Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries	78
Event-Triggered Observer-Based $\mathcal {H}_\infty$ Consensus Control and Fault Detection of Multiagent Systems Under Stochastic False Data Injection Attacks	77
Epidemic Spreading on Directed Networks and Twitter Cascades	77
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	76
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	76
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	76
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	76
An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization	74
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	74
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	73
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	72
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	72
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	71
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	71
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	71
CentralityPool: Centrality-aware Hierarchical Graph Pooling	69
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	69
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	68
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	66
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	66
Spectrum Efficient Communication for Heterogeneous IoT Networks	65
Robust Consensus of Multiagent Dynamics With Transmission Constraints and Noises	65
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	64
Cost Minimization Resource Allocation with Service Instance Caching and Task Migration for UAV Mobile Edge Computing	63
Temporal Link Prediction via Auxiliary Graph Transformer	63
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	62
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	61
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	60
Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration	60
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	60
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	60
Multimedia Traffic Classification for Imbalanced Environment	59
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network	58
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	57
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	56
Learning-Augmented Online Minimization of Age of Information and Transmission Costs	56
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	55
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	55
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	54
Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	53
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	53
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	53

A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	52
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	52
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	51
Algebraic Connectivity: Local and Global Maximizer Graphs	51
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	51
QoS-Aware Multipath Routing in Software-Defined Networks	51
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	50
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	49
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in Multi-AUV Networks	49
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	49
Cloud Versus Edge Deployment Strategies of Real-Time Face Recognition Inference	49
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	49
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	48
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	48
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	48
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	47
Trajectory-Driven Beamforming Optimization: A Unified Framework for Mobile ISAC Agents	47
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	47
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	47
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	47
Blockchain-Aided Secure Access Control for UAV Computing Networks	46
Influence Maximization Based on Network Motifs in Mobile Social Networks	46
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	45
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	45
Anonymous Classical Message Transmission Through Various Quantum Networks	44
Block and Transaction Delivery in Ethereum Network	44
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	44
Consensus-Based Distributed Connectivity Control in Multi-Agent Systems	43
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	43
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	43
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	43
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	42
Community Detection in Graph: An Embedding Method	42
Table of Content	42
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	42
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	41
Table of Contents [Front cover]	41
Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning	41
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	40
Adaptive Model Pruning in Decentralized Federated Learning	40
A Novel HSTF-PN Based Interconnection Model for Integration of 5 G and Time-Sensitive Networking	40
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	40
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	40
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	39
Slicing Resource Scheduling for 6 G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	39
Joint Antenna Position and Beamforming Optimization for Movable Antenna Enabled Secure IRS-ISAC Network	39
On the stochastic flocking dynamics of the random discrete thermodynamic Cucker-Smale model	39
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	38
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	38
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	38
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	38
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	38
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	38
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	38
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	37
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	37
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	36
UAV Assisted BS Sleep Strategy for Green Communication	36
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	36
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	36
Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	36
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	36
Structure-Enhanced Contrastive Learning for Graph Clustering	36
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	36
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	35
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	35
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	35
Flexible Position Antenna Enabled Resource Optimization for UAV Covert Communication	35
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	35
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	35
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	35
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	35
Measuring Network Robustness by Average Network Flow	35
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations	34
Table of Content	34
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	34
ULBRF: A Framework for Maximizing Influence in Dynamic Networks Based on Upper and Lower Bounds of Propagation	34
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	34
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	34
Resource Allocation in SCMA-Empowered Multi-UAV Transmission System	34

Information Spread Maximization With Multi-Boosting Stages	33
Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks	33
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	32
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	32
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	32
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	31
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	31
Network Growth From Global and Local Influential Nodes	31
Node Importance Estimation Via Multi-View Graph Prompting	31
ROFED-LLM: Robust Federated Learning for Large Language Models in Adversarial Wireless Environments	31
Ordinal embedding for network estimation via graphon	31
Distributed Stabilization of Signed Networks via Self-loop Compensation	31
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	31
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks	30
Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD	30
Clustering of Diverse Multiplex Networks	30
JABS: A Blockchain Simulator for Researching Consensus Algorithms	30
Differential Graphical Game for Linear Multi-Agent Systems With Deceptive Agents or Traitorous Agents	30
Joint Service Caching, Resource Allocation and Computation Offloading in Three-Tier Cooperative Mobile Edge Computing System	30
MRMH: Multi-Constraint Routing Optimization Using Hybrid Metaheuristics in Vehicular Ad-Hoc Networks	30
UAV Video Encoding: Online Rate-Distortion Modeling and Multi-Timescale Rate Control	30
Kernel Based Dual-Channel Attributed Graph Community Detection	30
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	30
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	30
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	29
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	29
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	29
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	29
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	29
Distributed ADMM With Linear Updates Over Directed Networks	28
Distributed Parameter Estimation Under Byzantine Nodes in Sensor Networks	28
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	28
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	28
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	28
A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network	28
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	28
Topology Sensing of Non-Collaborative Wireless Networks With Conditional Granger Causality	28
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	28
On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems	28
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	27
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	27
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	27
Distributionally Robust Chance-Constrained Transmission Expansion Planning Using a Distributed Solution Method	27
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	27
Table of Contents	27
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	27
Wireless Optical Inter-Satellite Link Risk-Aware Snapshot Routing Strategy in Satellite Networks: Multi-Stage Space Debris Evolution	27
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning	26
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	26
Joint Robust Power Control and Task Scheduling for Vehicular Offloading in Cloud-Assisted MEC Networks	26
Distributed Adaptive Algorithm for Resource Allocation Problem Over Weight-Unbalanced Graphs	26
An Efficient Differentiated Routing Scheme for MEO/LEO-Based Multi-Layer Satellite Networks	25
Dynamic SDN-Based Radio Access Network Slicing With Deep Reinforcement Learning for URLLC and eMBB Services	25
HCVC: A High-Capacity Off-Chain Virtual Channel Scheme Based on Bidirectional Locking Mechanism	25
Opinion Evolution in Social Networks: Connecting Mean Field Games to Generative Adversarial Nets	25
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks	25
Deadline-Aware Task Offloading With Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing	25
Event-Based Joint State and Unknown Input Estimation for Energy Networks: Handling Multi-Machine Power Grids	25
Spatial-Temporal Data Inference With Graph Attention Neural Networks in Sparse Mobile Crowdsensing	25
Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing	25
Connectivity Determination Algorithm for Complex Directed Networks	25
Coupling Fear and Contagion for Modeling Epidemic Dynamics	25
Constrained Fuzzy Community Detection by a New Modularity Optimization Framework	24
Reputation-Based Distributed Filtering Over Sensor Networks Subject to Stochastic Nonlinearity and Network-Induced Quantization	24
FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing	24
Consensus Optimal Filter for Linear Systems Over Amplify-and-Forward Relay Networks: Handling Delayed and Degraded Channels	24
Dynamic-Memory Event-Triggered Secure Control for Cyber-Physical Power Systems Under Hybrid Attacks	24
Quantum Deep Reinforcement Learning for Digital Twin-Enabled 6G Networks and Semantic Communications: Considerations for Adoption and Security	24
Distributed Privacy-Preserving Time-Varying Output Formation Optimal Tracking for Heterogeneous Multi-Agent Systems With External Disturbances	24
SIGRL: Sociologically-Informed Graph Representation Learning for Social Influence Prediction	24
Adaptively Distributed Nash Equilibrium Seeking of Noncooperative Games for Uncertain Heterogeneous Linear Multi-Agent Systems	24
ACKS-IA: An Access Control and Key Agreement Scheme for Securing Industry 4.0 Applications	24
Network Selection Based on Evolutionary Game and Deep Reinforcement Learning in Space-Air-Ground Integrated Network	24
A Novel Event-Triggered Consensus Approach for Generic Linear Multi-Agents Under Heterogeneous Sector-Restricted Input Nonlinearities	24
Optimizing Resource Allocation for Dynamic IoT Requests Using Network Function Virtualization	24
Table of Contents	24
An Online Algorithm for Optimizing Network Transmission Cost of Federated Learning in the Cloud	23
An Energy-Efficient Wireless Blockchain Sharding Scheme for PBFT Consensus	23
SRA360: Super-Resolution Enhanced Adaptive 360-Degree Video Streaming for Heterogeneous Viewers	23
Accelerating Block and Transaction Propagation: A Survey on Broadcast Protocols in Blockchain Networks	23
Dissecting Mining Pools of Bitcoin Network: Measurement, Analysis and Modeling	23
TokenNet: A Novel Tokenized Resource Marketplace for 6G Network Slicing	23
Secure P2P Nonfragile Sampled-Data Controller Design for Nonlinear Networked System under Sensor Saturation and DoS Attack	23
A Unique Framework of Heterogeneous Augmentation Graph Contrastive Learning for Both Node and Graph Classification	23
A Unified Framework for Differentiated Services in Intelligent Healthcare Systems	23
Necessary and Sufficient Conditions on Consensus of General Fractional-Order Multi-Agent Systems Over Directed Networks	23
Distributed Secure State Estimation for Cyber-Physical Systems Under False Data Injection Attacks	23
GAXG: A Global and Self-Adaptive Optimal Graph Topology Generation Framework for Explaining Graph Neural Networks	22
One-Class Adversarial Fraud Detection Nets with Class Specific Representations	22
Hypergraph-Based Model for Modeling Multi-Agent Q-Learning Dynamics in Public Goods Games	22
NHCE: A Neural High-Order Causal Entropy Algorithm for Disentangling Coupling Dynamics	22
Adaptive Vertex Cover of Dynamical Networks With Prospect Theoretic Perspective	22
Distributed Estimation for Interconnected Systems With Arbitrary Coupling Structures	22
Planning Interventions in a Controlled Pandemic: The COVID-19 Case	22
Software Defined Networking Assisted Electric Vehicle Charging: Towards Smart Charge Scheduling and Management	22