IEEE Transactions on Network Science and Engineering

Article	Citations
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	318
Multi-Authorized, Privacy-Protected, and Traceable Driverless Taxi Data Sharing in Internet of Vehicles	217
A Federated Blockchain Security for MEC-Enabled IoT Networks in Industrial 5.0	206
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	198
Clustered Graph Matching for Label Recovery and Graph Classification	183
Epidemic Spreading on Directed Networks and Twitter Cascades	161
Dynamic QoS Mapping in Integrated 5G-TSN Networks With Programmable Resource Slicing	152
Multi-Link Enabled Reliable and Low Latency Transmission Design for Edge Estimation	141
Inference-Subgraph Driven Multi-Agent DRL for Joint Resource Orchestration in Communication and Computing Power Network	141
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	139
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	131
Evolving Intelligent Network Attack Classifier Under Label Distribution Shift	127
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	126
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	121
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	117
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	116
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	111
Deep Multi-Attributed-View Graph Representation Learning	111
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	110
Integrated Sensing and Communication Using a Smart Leaky-Wave Antenna	109
Joint Jamming and Transmission Rate Optimization for Multi-Jammer Assisted UAV Covert Communications With Imperfect CSI	105
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	103
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	102
Buffer Management for Timely Reconstruction: Lower Bounds and Near-Optimal Policies	102
Robust Beamforming for RSMA-Aided Bistatic Integrated Sensing and Communication in Low-Altitude Wireless Networks	101

Accelerated Transfer-Entropy-Weighted ADMM for Learning Causal Directed Acyclic Graphs	97
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	97
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	97
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	94
Attributes Based Vehicular Named Data Networking for Driving Assistance	94
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	93
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	92
Continuous Authentication in IoT-Based Smart Home Application: A Survey and a Design Framework Using Vector Similarity Search	92
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	91
Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	89
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	89
Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	87
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	87
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	87
Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	87
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	86
BECS: A Privacy-Preserving Computing Resource Sharing Mechanism for 6G Computing Power Network	82
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	82
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	82
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	82
Modularity Maximization and Community Detection in Complex Networks Through Recursive and Hierarchical Annealing in the DWAVE Advantage Quantum Processing Units	80
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	80
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	77
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	76
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	76
Large Models Empowered End-to-End AI for Split Learning in Native AI Future Networks	76
Influence Maximization Based on Network Motifs in Mobile Social Networks	75
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	75
Spectrum Efficient Communication for Heterogeneous IoT Networks	73
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	73
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	73
Efficient Intrusion Detection for Edge Network via Multi-Stage Few-Shot Class-Incremental Learning	73
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	72
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	71
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	70
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	67
Resilience-Driven Topology Reconfiguration via Hierarchical Deep Reinforcement Learning in Low-Altitude UAV Networks	64
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	64
Communication-Efficient Federated Reinforcement Learning for Edge Offloading in AGI-MEC Systems	62
Temporal Link Prediction via Auxiliary Graph Transformer	60
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	60
Learning-Augmented Online Minimization of Age of Information and Transmission Costs	59
DynNet: A Lightweight Distributed Framework for Topology Obfuscation in Dynamic Networks	59
GCN-SynDCL: Imbalanced Node Classification via GCN and Synthetic Node Generation Using Dynamic Curriculum Learning	59
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	59
Blockchain-Assisted Time-Bound Encrypted Matching for Trustworthy Agentic-AI Edge Networking	58
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	57
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	57
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	56
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	56

CentralityPool: Centrality-Aware Hierarchical Graph Pooling	56
Cost Minimization Resource Allocation with Service Instance Caching and Task Migration for UAV Mobile Edge Computing	56
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	56
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	56
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	56
Privacy-Preserving and Hierarchically Fair Federated Learning in IoT Based on Compressed Sensing	54
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	53
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	53
Block and Transaction Delivery in Ethereum Network	53
Joint Optimization of Data Placement and Task Scheduling for Distributed Green Data Centers With Optical Satellite Networks	53
Joint Trajectory and Resource Optimization for Delay Minimization of UAV-Enabled NOMA-MEC System With LWPT	53
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	52
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	52
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	52
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	51
Blockchain-Aided Secure Access Control for UAV Computing Networks	51
Anonymous Classical Message Transmission Through Various Quantum Networks	50
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	50
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	50
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	50
Unlinkable and Decentralized Credential Management for Agentic AI	49
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	49
Adaptive Large Language Model for Task Orchestration in 6G Space-Air-Ground Integrated Computing Power Networks	48
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	48
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	48
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	47
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	47
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	47
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	47
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	47
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	47
Algebraic Connectivity: Local and Global Maximizer Graphs	47
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	46
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	46
Power-Aware Orchestration for Geo-Distributed LLM Inference via Quantum Optimization	45
Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	45
A Quantum Internet Protocol Suite Beyond Layering	44
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in Multi-AUV Networks	44
RSMA-Assisted Integrated Sensing and Communications: A Survey and a Two-Stage Energy Efficiency Optimization Framework	44
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	44
A Survey on Computing Power Networks: Architecture, Resource Allocation, and AI Services Enablement	44
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	44
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	44
QoS-Aware Multipath Routing in Software-Defined Networks	43
Trajectory-Driven Beamforming Optimization: A Unified Framework for Mobile ISAC Agents	43
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	43
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	42
Foundation Model Empowered Synesthesia of Machines (SoM): AI-Native Intelligent Multi-Modal Sensing-Communication Integration	42
Table of Content	42
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	42
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	41
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	41
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	41
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	41
Slicing Resource Scheduling for 6G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	40
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	40
A Novel HSTF-PN Based Interconnection Model for Integration of 5G and Time-Sensitive Networking	40
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	40
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	39
Structure-Enhanced Contrastive Learning for Graph Clustering	39
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	39
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	39
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	39
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	39
On the Stochastic Flocking Dynamics of the Random Discrete Thermodynamic Cucker–Smale Model	39
DARS: Dynamic Reliability-Aware Routing and Scheduling for Fault-Tolerant TSN	39
Flexible Position Antenna Enabled Resource Optimization for UAV Covert Communication	39
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	38
Resource Allocation for IRS-Assisted Secure NOMA-ISAC Network	38
Cooperative Edge Content Caching With Popularity Prediction in UAV-Assisted Vehicular Networks	38
Distributed Online Constrained Convex Optimization With Compressed Communication	38
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	37
UniqueRank: Identifying Important and Difficult-to-Replace Nodes in Attributed Graphs	37
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	37
Joint Antenna Position and Beamforming Optimization for Movable Antenna-Enabled Secure IRS-ISAC Network	37
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	37
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	37
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	36
Implementation of Core Algorithms for Automated Mine Ventilation Network Diagram Generation	36
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	36

Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	36
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	36
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	36
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	36
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	36
Adaptive Model Pruning in Decentralized Federated Learning	35
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	35
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	35
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	35
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	35
Near-Optimal Reinforcement Learning With Shuffle Differential Privacy	35
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	35
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	35
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	35
Table of Content	34
Federated User Self-Decision Mechanism for Coupled Electricity and Carbon Market Considering Differentiated Objectives of Heterogeneous DERs	34
Spatiotemporal Satellite User Resource Forecasting in MEO–LEO Networks via a CNN–LSTM Model	34
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	34
ULBRF: A Framework for Maximizing Influence in Dynamic Networks Based on Upper and Lower Bounds of Propagation	34
Distributed Stabilization of Signed Networks via Self-loop Compensation	34
UAV Assisted BS Sleep Strategy for Green Communication	34
Distributed Parameter Estimation Under Byzantine Nodes in Sensor Networks	34
Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	34
Network Growth From Global and Local Influential Nodes	33
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	33
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	33
Ordinal Embedding for Network Estimation via Graphon	33
Distributed ADMM With Linear Updates Over Directed Networks	33
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	33
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	33
AAV Video Encoding: Online Rate-Distortion Modeling and Multi-Timescale Rate Control	33
Clustering of Diverse Multiplex Networks	33
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	32
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	32
Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD	32
Information Spread Maximization With Multi-Boosting Stages	32
Wireless Optical Inter-Satellite Link Risk-Aware Snapshot Routing Strategy in Satellite Networks: Multi-Stage Space Debris Evolution	32
Movable Antenna-Enabled Secure Transmission for Active RIS-Aided ISAC Systems	32
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	32
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	32
Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks	32
Kernel Based Dual-Channel Attributed Graph Community Detection	32
Online Convex Optimization-Based Resource Allocation in Dynamic Edge Computing-Enabled Networks With Time-Varying Cost and Constraints	32
Resource Allocation in SCMA-Empowered Multi-UAV Transmission System	31
A Novel Relay Selection Algorithm Based on Vehicular Social Networks	31
Node Importance Estimation via Multi-View Graph Prompting	31
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	31
TinyML-Enabled Resource-Efficient Framework for Real-Time Network Securiy in Electric Vehicle Charging Networks	31
A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network	31
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	31
Performance Trade-Off for Ultra-Reliable and Low-Latency Service in Multi-Functional ISAC Network	31
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	31
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	30
Differential Graphical Game for Linear Multi-Agent Systems With Deceptive Agents or Traitorous Agents	30
ROFED-LLM: Robust Federated Learning for Large Language Models in Adversarial Wireless Environments	30
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	30
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	30
MRMH: Multi-Constraint Routing Optimization Using Hybrid Metaheuristics in Vehicular Ad-Hoc Networks	30
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	29
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	29
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	29
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	29
Energy Efficient Heterogeneous Federated Learning Over Mobile Devices: A Deep Reinforcement Learning Based Stackelberg Game Approach	29
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks	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
UAV Detection and Localization: A RF-Based Framework via Multiple Stations Collaboration	29
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	29
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	29
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	29
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	29
Fully Distributed Observer Design for Mobile Targets	28
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning	28
Distributed Online Mirror Descent With Delayed Subgradient and Event-Triggered Communications	28
HCVC: A High-Capacity Off-Chain Virtual Channel Scheme Based on Bidirectional Locking Mechanism	28
Coupling Fear and Contagion for Modeling Epidemic Dynamics	28
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	28
Connectivity Determination Algorithm for Complex Directed Networks	28
Table of Contents	28
Adaptable Variational Information Bottleneck for Task-Oriented Edge Inference	28
Secure P2P Nonfragile Sampled-Data Controller Design for Nonlinear Networked System under Sensor Saturation and DoS Attack	28
GAN-Based Dual Active Learning for Nosocomial Infection Detection	27
AI-Empowered Smart Contract Vulnerability Detection for Decentralized Blockchain Systems	27
TokenNet: A Novel Tokenized Resource Marketplace for 6G Network Slicing	27
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge 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
Table of Contents	27
A Novel Event-Triggered Consensus Approach for Generic Linear Multi-Agents Under Heterogeneous Sector-Restricted Input Nonlinearities	27
An Online Algorithm for Optimizing Network Transmission Cost of Federated Learning in the Cloud	27
Enhancing Remote Direct Memory Access Network With Loss-Tolerant Flow Control for Distributed AI Clusters	27
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	27
Necessary and Sufficient Conditions on Consensus of General Fractional-Order Multi-Agent Systems Over Directed Networks	26
Reputation-Based Distributed Filtering Over Sensor Networks Subject to Stochastic Nonlinearity and Network-Induced Quantization	26
Optimizing Resource Allocation for Dynamic IoT Requests Using Network Function Virtualization	26