IEEE Transactions on Network Science and Engineering

Article	Citations
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	220
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	181
Expected Extinction Times of Epidemics With State-Dependent Infectiousness	172
A Bayesian Graph Embedding Model for Link-Based Classification Problems	172
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	167
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	163
Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries	156
Table of Content	149
Multi-authorized, Privacy-protected, and Traceable Driverless Taxi Data Sharing in Internet of Vehicles	139
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	128
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	127
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	126
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	125
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	123
Deep Multi-Attributed-View Graph Representation Learning	121
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	116
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	115
Attributes Based Vehicular Named Data Networking for Driving Assistance	111
Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	110
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	108
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	102
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	99
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	97
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	97
An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization	88

Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	86
Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	82
Secure Computation Offloading in Blockchain Based IoT Networks With Deep Reinforcement Learning	82
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	81
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	80
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	80
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	79
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	78
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	78
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	76
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	75
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	75
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	75
Clustered Graph Matching for Label Recovery and Graph Classification	74
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	74
Epidemic Spreading on Directed Networks and Twitter Cascades	73
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	73
Event-Triggered Observer-Based $\mathcal {H}_\infty$ Consensus Control and Fault Detection of Multiagent Systems Under Stochastic False Data Injection Attacks	72
Guest Editorial: Introduction to the Special Section on Intelligence-Empowered Collaboration Among Space, Air, Ground, and Sea Mobile Networks Towards B5G	71
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in multi-AUV Networks	71
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	71
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	71
Algebraic Connectivity: Local and Global Maximizer Graphs	71
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	71
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	71
Consensus-Based Distributed Connectivity Control in Multi-Agent Systems	71
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	69
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	68
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	68
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	66
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	66
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	64
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	63
Influence Maximization Based on Network Motifs in Mobile Social Networks	63
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	63
CentralityPool: Centrality-aware Hierarchical Graph Pooling	63
Spectrum Efficient Communication for Heterogeneous IoT Networks	61
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	61
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	61
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	60
Robust Consensus of Multiagent Dynamics With Transmission Constraints and Noises	60
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	60
Temporal Link Prediction via Auxiliary Graph Transformer	59
Cost Minimization Resource Allocation with Service Instance Caching and Task Migration for UAV Mobile Edge Computing	59
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	58
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	58
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	57
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	57
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	56
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	55

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration	54
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	54
Anonymous Classical Message Transmission Through Various Quantum Networks	54
Cloud Versus Edge Deployment Strategies of Real-Time Face Recognition Inference	54
Community Detection in Graph: An Embedding Method	52
Block and Transaction Delivery in Ethereum Network	52
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	51
Learning-Augmented Online Minimization of Age of Information and Transmission Costs	51
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	51
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	50
Blockchain-Aided Secure Access Control for UAV Computing Networks	50
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	50
Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	50
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	50
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	49
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	49
A New Protection-Based Approach for Link Failure Management of Software-Defined Networks	48
Multimedia Traffic Classification for Imbalanced Environment	48
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	48
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	48
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network	47
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	47
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	47
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	47
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	47
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	47
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	46
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	46
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	46
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	45
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	45
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	45
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	45
QoS-Aware Multipath Routing in Software-Defined Networks	44
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	43
Table of Content	43
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	43
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	42
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	42
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	42
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	42
Adaptive Model Pruning in Decentralized Federated Learning	41
Table of Contents [Front cover]	41
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	41
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	41
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	40
Structure-Enhanced Contrastive Learning for Graph Clustering	40
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	40
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	40
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	40
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	40
A Novel HSTF-PN Based Interconnection Model for Integration of 5 G and Time-Sensitive Networking	40
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	40
Measuring Network Robustness by Average Network Flow	40
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	40
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	39
UAV Assisted BS Sleep Strategy for Green Communication	39
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	39
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	39
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	38
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	38
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	38
Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning	38
Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	38
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	37
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	37
On the stochastic flocking dynamics of the random discrete thermodynamic Cucker-Smale model	37
Slicing Resource Scheduling for 6 G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	37
Joint Antenna Position and Beamforming Optimization for Movable Antenna Enabled Secure IRS-ISAC Network	37
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	36
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	36
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	36
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	36
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	36
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations	35
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	35
Distributed Parameter Estimation under Byzantine Nodes in Sensor Networks	35
Many-Objective Deployment Optimization for a Drone-Assisted Camera Network	35
Network Growth From Global and Local Influential Nodes	35
Table of Content	35

Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	35
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	35
ULBRF: A Framework for Maximizing Influence in Dynamic Networks Based on Upper and Lower Bounds of Propagation	35
Joint Service Caching, Resource Allocation and Computation Offloading in Three-Tier Cooperative Mobile Edge Computing System	34
Distributed ADMM With Linear Updates Over Directed Networks	34
Resource Allocation in SCMA-Empowered Multi-UAV Transmission System	34
A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network	33
MRMH: Multi-Constraint Routing Optimization Using Hybrid Metaheuristics in Vehicular Ad-Hoc Networks	33
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	33
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	33
Wireless Optical Inter-Satellite Link Risk-Aware Snapshot Routing Strategy in Satellite Networks: Multi-Stage Space Debris Evolution	33
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	33
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
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	32
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	32
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	32
Distributed Stabilization of Signed Networks via Self-loop Compensation	31
Node Importance Estimation Via Multi-View Graph Prompting	31
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	31
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	31
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	31
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	30
On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems	30
Ordinal embedding for network estimation via graphon	30
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	30
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	30
ROFED-LLM: Robust Federated Learning for Large Language Models in Adversarial Wireless Environments	30
UAV Video Encoding: Online Rate-Distortion Modeling and Multi-Timescale Rate Control	29
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	29
JABS: A Blockchain Simulator for Researching Consensus Algorithms	29
Sampling Subgraph Network With Application to Graph Classification	29
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks	29
Distributed Detection and Mitigation of Biasing Attacks Over Multi-Agent Networks	29
Topology Sensing of Non-Collaborative Wireless Networks With Conditional Granger Causality	29
Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD	28
Differential Graphical Game for Linear Multi-Agent Systems With Deceptive Agents or Traitorous Agents	28
Clustering of Diverse Multiplex Networks	28
Graph Matching Between Bipartite and Unipartite Networks: To Collapse, or Not to Collapse, That Is the Question	28
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	28
Kernel Based Dual-Channel Attributed Graph Community Detection	28
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	27
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	27
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	27
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	27
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	27
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	27
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	26
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	26
GAN-Based Dual Active Learning for Nosocomial Infection Detection	26
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	26
Distributionally Robust Chance-Constrained Transmission Expansion Planning Using a Distributed Solution Method	26
Distributed Online Mirror Descent With Delayed Subgradient and Event-Triggered Communications	26
Table of Contents	26
A Game Theory Based Hybrid NOMA for Efficient Resource Optimization in Cognitive Radio Networks	26
Dynamic SDN-Based Radio Access Network Slicing With Deep Reinforcement Learning for URLLC and eMBB Services	25
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	25
Accelerating Block and Transaction Propagation: A Survey on Broadcast Protocols in Blockchain Networks	25
Joint Robust Power Control and Task Scheduling for Vehicular Offloading in Cloud-Assisted MEC Networks	25
Necessary and Sufficient Conditions on Consensus of General Fractional-Order Multi-Agent Systems Over Directed Networks	25
Spatial-Temporal Data Inference With Graph Attention Neural Networks in Sparse Mobile Crowdsensing	25
Event-Based Joint State and Unknown Input Estimation for Energy Networks: Handling Multi-Machine Power Grids	25
Secure P2P Nonfragile Sampled-Data Controller Design for Nonlinear Networked System under Sensor Saturation and DoS Attack	25
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning	25
Distributed Adaptive Algorithm for Resource Allocation Problem Over Weight-Unbalanced Graphs	25
Neural-Network-Based Filtering for A General Class of Nonlinear Systems under Dynamically Bounded Innovations Over Sensor Networks	25
HCVC: A High-Capacity Off-Chain Virtual Channel Scheme Based on Bidirectional Locking Mechanism	25
Distributed Secure State Estimation for Cyber-Physical Systems Under False Data Injection Attacks	25
Constrained Fuzzy Community Detection by a New Modularity Optimization Framework	25
Reputation-based Distributed Filtering Over Sensor Networks Subject to Stochastic Nonlinearity and Network-Induced Quantization	24
TokenNet: A Novel Tokenized Resource Marketplace for 6G Network Slicing	24
Ranking a Set of Objects using Heterogeneous Workers: QUITE an Easy Problem	24
Connectivity Determination Algorithm for Complex Directed Networks	24
FAST: Adopting Federated Unlearning to Eliminating Malicious Terminals at Server Side	24
A Novel Event-Triggered Consensus Approach for Generic Linear Multi-Agents Under Heterogeneous Sector-Restricted Input Nonlinearities	24
Dynamic-Memory Event-Triggered Secure Control for Cyber-Physical Power Systems Under Hybrid Attacks	24
SRA360: Super-Resolution Enhanced Adaptive 360-Degree Video Streaming for Heterogeneous Viewers	24
Dissecting Mining Pools of Bitcoin Network: Measurement, Analysis and Modeling	24
Enhanced Profit-Driven Optimization for Flexible Server Deployment and Service Placement in Multi-User Mobile Edge Computing Systems	24
UAV-NIDD: A Dynamic Dataset for Cybersecurity and Intrusion Detection in UAV Networks	24
Coupling Fear and Contagion for Modeling Epidemic Dynamics	23
Distributed Privacy-Preserving Time-Varying Output Formation Optimal Tracking for Heterogeneous Multi-Agent Systems With External Disturbances	23
Consensus Optimal Filter for Linear Systems Over Amplify-and-Forward Relay Networks: Handling Delayed and Degraded Channels	23
SIGRL: Sociologically-Informed Graph Representation Learning for Social Influence Prediction	23
Table of Contents	23
ACKS-IA: An Access Control and Key Agreement Scheme for Securing Industry 4.0 Applications	23
LISP-MM: Efficient LISP-Based Mobility Management in Software Defined Vehicular Networks	23
Adaptively Distributed Nash Equilibrium Seeking of Noncooperative Games for Uncertain Heterogeneous Linear Multi-Agent Systems	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
Quantum Deep Reinforcement Learning for Digital Twin-Enabled 6G Networks and Semantic Communications: Considerations for Adoption and Security	23
FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing	23
Optimizing Resource Allocation for Dynamic IoT Requests Using Network Function Virtualization	23
Deadline-Aware Task Offloading With Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing	23
Distributed Estimation for Interconnected Systems With Arbitrary Coupling Structures	22