IEEE Transactions on Network Science and Engineering

Article	Citations
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	306
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	212
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	203
Multi-Authorized, Privacy-Protected, and Traceable Driverless Taxi Data Sharing in Internet of Vehicles	196
A Federated Blockchain Security for MEC-Enabled IoT Networks in Industrial 5.0	174
Continuous Authentication in IoT-Based Smart Home Application: A Survey and a Design Framework Using Vector Similarity Search	158
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	151
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	140
Clustered Graph Matching for Label Recovery and Graph Classification	135
Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	132
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	127
Dynamic QoS Mapping in Integrated 5G-TSN Networks With Programmable Resource Slicing	122
Epidemic Spreading on Directed Networks and Twitter Cascades	122
BECS: A Privacy-Preserving Computing Resource Sharing Mechanism for 6G Computing Power Network	116
Inference-Subgraph Driven Multi-Agent DRL for Joint Resource Orchestration in Communication and Computing Power Network	116
Multi-Link Enabled Reliable and Low Latency Transmission Design for Edge Estimation	110
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	109
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	109
Evolving Intelligent Network Attack Classifier Under Label Distribution Shift	105
Modularity Maximization and Community Detection in Complex Networks Through Recursive and Hierarchical Annealing in the DWAVE Advantage Quantum Processing Units	102
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	100
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	100
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	100
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	98
Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	97

Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	96
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	95
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	93
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	93
Deep Multi-Attributed-View Graph Representation Learning	92
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	91
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	90
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	90
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	89
Integrated Sensing and Communication Using a Smart Leaky-Wave Antenna	88
Joint Jamming and Transmission Rate Optimization for Multi-Jammer Assisted UAV Covert Communications With Imperfect CSI	87
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	86
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	86
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	85
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	84
Buffer Management for Timely Reconstruction: Lower Bounds and Near-Optimal Policies	83
Attributes Based Vehicular Named Data Networking for Driving Assistance	82
Robust Beamforming for RSMA-Aided Bistatic Integrated Sensing and Communication in Low-Altitude Wireless Networks	81
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	81
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	79
Accelerated Transfer-Entropy-Weighted ADMM for Learning Causal Directed Acyclic Graphs	79
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	78
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	76
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	75
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	74
Large Models Empowered End-to-End AI for Split Learning in Native AI Future Networks	73
Influence Maximization Based on Network Motifs in Mobile Social Networks	72
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	72
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	71
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	70
Efficient Intrusion Detection for Edge Network via Multi-Stage Few-Shot Class-Incremental Learning	68
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	68
Spectrum Efficient Communication for Heterogeneous IoT Networks	68
QoS-Aware Multipath Routing in Software-Defined Networks	66
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	65
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	62
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	62
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	62
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	59
Resilience-Driven Topology Reconfiguration via Hierarchical Deep Reinforcement Learning in Low-Altitude UAV Networks	58
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	58
Communication-Efficient Federated Reinforcement Learning for Edge Offloading in AGI-MEC Systems	58
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	57
Temporal Link Prediction via Auxiliary Graph Transformer	57
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	57
GCN-SynDCL: Imbalanced Node Classification via GCN and Synthetic Node Generation Using Dynamic Curriculum Learning	56
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	56
DynNet: A Lightweight Distributed Framework for Topology Obfuscation in Dynamic Networks	56
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in Multi-AUV Networks	55
Blockchain-Assisted Time-Bound Encrypted Matching for Trustworthy Agentic-AI Edge Networking	55

Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	54
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	54
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	54
Learning-Augmented Online Minimization of Age of Information and Transmission Costs	53
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	53
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	52
Anonymous Classical Message Transmission Through Various Quantum Networks	52
A Survey on Computing Power Networks: Architecture, Resource Allocation, and AI Services Enablement	51
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	51
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	51
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	51
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	50
Unlinkable and Decentralized Credential Management for Agentic AI	50
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	50
Cost Minimization Resource Allocation with Service Instance Caching and Task Migration for UAV Mobile Edge Computing	50
CentralityPool: Centrality-Aware Hierarchical Graph Pooling	50
Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	49
Blockchain-Aided Secure Access Control for UAV Computing Networks	48
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	48
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	48
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	48
Privacy-Preserving and Hierarchically Fair Federated Learning in IoT Based on Compressed Sensing	47
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	47
Joint Optimization of Data Placement and Task Scheduling for Distributed Green Data Centers With Optical Satellite Networks	47
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	47
Block and Transaction Delivery in Ethereum Network	46
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	46
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	46
Trajectory-Driven Beamforming Optimization: A Unified Framework for Mobile ISAC Agents	45
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	45
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	45
Joint Trajectory and Resource Optimization for Delay Minimization of UAV-Enabled NOMA-MEC System With LWPT	45
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	44
Adaptive Large Language Model for Task Orchestration in 6G Space-Air-Ground Integrated Computing Power Networks	44
A Quantum Internet Protocol Suite Beyond Layering	44
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	44
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	44
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	44
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	43
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	43
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	43
Algebraic Connectivity: Local and Global Maximizer Graphs	43
Foundation Model Empowered Synesthesia of Machines (SoM): AI-Native Intelligent Multi-Modal Sensing-Communication Integration	43
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	42
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	42
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	42
Table of Content	41
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	41
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	41
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	40
Distributed Online Constrained Convex Optimization With Compressed Communication	39
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	39
Cooperative Edge Content Caching With Popularity Prediction in UAV-Assisted Vehicular Networks	39
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	38
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	38
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	38
Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	38
A Novel HSTF-PN Based Interconnection Model for Integration of 5G and Time-Sensitive Networking	38
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	38
DARS: Dynamic Reliability-Aware Routing and Scheduling for Fault-Tolerant TSN	38
Implementation of Core Algorithms for Automated Mine Ventilation Network Diagram Generation	37
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	37
Structure-Enhanced Contrastive Learning for Graph Clustering	37
UAV Assisted BS Sleep Strategy for Green Communication	37
Slicing Resource Scheduling for 6G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	37
On the Stochastic Flocking Dynamics of the Random Discrete Thermodynamic Cucker–Smale Model	37
Flexible Position Antenna Enabled Resource Optimization for UAV Covert Communication	37
Resource Allocation for IRS-Assisted Secure NOMA-ISAC Network	36
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	36
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	36
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	36
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	36
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	36
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	35
UniqueRank: Identifying Important and Difficult-to-Replace Nodes in Attributed Graphs	35
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	35
Near-Optimal Reinforcement Learning With Shuffle Differential Privacy	35
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	35
Joint Antenna Position and Beamforming Optimization for Movable Antenna-Enabled Secure IRS-ISAC Network	35
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	35

Spatiotemporal Satellite User Resource Forecasting in MEO–LEO Networks via a CNN–LSTM Model	35
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	35
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	35
Adaptive Model Pruning in Decentralized Federated Learning	34
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	34
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	34
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	34
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	34
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	34
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	33
ULBRF: A Framework for Maximizing Influence in Dynamic Networks Based on Upper and Lower Bounds of Propagation	33
Distributed Parameter Estimation Under Byzantine Nodes in Sensor Networks	33
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	33
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	33
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	33
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	33
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	33
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	33
Table of Content	33
Distributed Stabilization of Signed Networks via Self-loop Compensation	32
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks	32
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	32
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	32
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	32
AAV Video Encoding: Online Rate-Distortion Modeling and Multi-Timescale Rate Control	32
Distributed ADMM With Linear Updates Over Directed Networks	32
Federated User Self-Decision Mechanism for Coupled Electricity and Carbon Market Considering Differentiated Objectives of Heterogeneous DERs	32
Network Growth From Global and Local Influential Nodes	32
Ordinal Embedding for Network Estimation via Graphon	32
Energy Efficient Heterogeneous Federated Learning Over Mobile Devices: A Deep Reinforcement Learning Based Stackelberg Game Approach	32
Clustering of Diverse Multiplex Networks	32
MRMH: Multi-Constraint Routing Optimization Using Hybrid Metaheuristics in Vehicular Ad-Hoc Networks	31
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	31
Information Spread Maximization With Multi-Boosting Stages	31
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	31
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	31
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	31
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	31
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	31
Resource Allocation in SCMA-Empowered Multi-UAV Transmission System	30
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	30
Online Convex Optimization-Based Resource Allocation in Dynamic Edge Computing-Enabled Networks with Time-Varying Cost and Constraints	30
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	30
A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network	29
Wireless Optical Inter-Satellite Link Risk-Aware Snapshot Routing Strategy in Satellite Networks: Multi-Stage Space Debris Evolution	29
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	29
Differential Graphical Game for Linear Multi-Agent Systems With Deceptive Agents or Traitorous Agents	29
Performance Trade-Off for Ultra-Reliable and Low-Latency Service in Multi-Functional ISAC Network	29
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	29
JABS: A Blockchain Simulator for Researching Consensus Algorithms	29
Joint Service Caching, Resource Allocation and Computation Offloading in Three-Tier Cooperative Mobile Edge Computing System	29
A Novel Relay Selection Algorithm Based on Vehicular Social Networks	29
TinyML-Enabled Resource-Efficient Framework for Real-Time Network Securiy in Electric Vehicle Charging Networks	29
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	29
Node Importance Estimation via Multi-View Graph Prompting	29
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	28
Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD	28
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	28
Movable Antenna-Enabled Secure Transmission for Active RIS-Aided ISAC Systems	28
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	28
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	28
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	28
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	28
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	28
ROFED-LLM: Robust Federated Learning for Large Language Models in Adversarial Wireless Environments	28
Kernel Based Dual-Channel Attributed Graph Community Detection	28
Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks	28
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	28
UAV Detection and Localization: A RF-Based Framework via Multiple Stations Collaboration	28
Table of Contents	27
A Unique Framework of Heterogeneous Augmentation Graph Contrastive Learning for Both Node and Graph Classification	27
An Online Algorithm for Optimizing Network Transmission Cost of Federated Learning in the Cloud	27
GAN-Based Dual Active Learning for Nosocomial Infection Detection	27
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	27
Coupling Fear and Contagion for Modeling Epidemic Dynamics	27
Reputation-Based Distributed Filtering Over Sensor Networks Subject to Stochastic Nonlinearity and Network-Induced Quantization	27
AI-Empowered Smart Contract Vulnerability Detection for Decentralized Blockchain Systems	27
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning	27
Connectivity Determination Algorithm for Complex Directed Networks	27
Ranking a Set of Objects Using Heterogeneous Workers: QUITE an Easy Problem	27
SIGRL: Sociologically-Informed Graph Representation Learning for Social Influence Prediction	27
Optimizing Resource Allocation for Dynamic IoT Requests Using Network Function Virtualization	26
Deadline-Aware Task Offloading With Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing	26
Enhanced Profit-Driven Optimization for Flexible Server Deployment and Service Placement in Multi-User Mobile Edge Computing Systems	26
Enhancing Remote Direct Memory Access Network With Loss-Tolerant Flow Control for Distributed AI Clusters	26
Distributed Adaptive Algorithm for Resource Allocation Problem Over Weight-Unbalanced Graphs	26
Consensus Optimal Filter for Linear Systems Over Amplify-and-Forward Relay Networks: Handling Delayed and Degraded Channels	26
An Energy-Efficient Wireless Blockchain Sharding Scheme for PBFT Consensus	26
SRA360: Super-Resolution Enhanced Adaptive 360-Degree Video Streaming for Heterogeneous Viewers	25
FAST: Adopting Federated Unlearning to Eliminating Malicious Terminals at Server Side	25
Dissecting Mining Pools of Bitcoin Network: Measurement, Analysis and Modeling	25
ACKS-IA: An Access Control and Key Agreement Scheme for Securing Industry 4.0 Applications	25
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	25
LCWF: Low-Overhead Collaborative WiFi Fingerprint Localization Considering Devices Heterogeneity	25
Distributionally Robust Chance-Constrained Transmission Expansion Planning Using a Distributed Solution Method	25