IEEE Transactions on Network Science and Engineering

Article	Citations
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	329
A Federated Blockchain Security for MEC-Enabled IoT Networks in Industrial 5.0	221
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	217
Clustered Graph Matching for Label Recovery and Graph Classification	200
Inference-Subgraph Driven Multi-Agent DRL for Joint Resource Orchestration in Communication and Computing Power Network	187
Multi-Link Enabled Reliable and Low Latency Transmission Design for Edge Estimation	165
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	152
Evolving Intelligent Network Attack Classifier Under Label Distribution Shift	146
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	142
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	134
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	128
Deep Multi-Attributed-View Graph Representation Learning	127
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	122
Integrated Sensing and Communication Using a Smart Leaky-Wave Antenna	119
Joint Jamming and Transmission Rate Optimization for Multi-Jammer Assisted UAV Covert Communications With Imperfect CSI	115
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	113
Buffer Management for Timely Reconstruction: Lower Bounds and Near-Optimal Policies	111
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	111
Robust Beamforming for RSMA-Aided Bistatic Integrated Sensing and Communication in Low-Altitude Wireless Networks	106
Accelerated Transfer-Entropy-Weighted ADMM for Learning Causal Directed Acyclic Graphs	106
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	105
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	105
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	103
Attributes Based Vehicular Named Data Networking for Driving Assistance	98
Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	97

Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	97
Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	95
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	94
Modularity Maximization and Community Detection in Complex Networks Through Recursive and Hierarchical Annealing in the DWAVE Advantage Quantum Processing Units	93
BECS: A Privacy-Preserving Computing Resource Sharing Mechanism for 6G Computing Power Network	93
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	93
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	91
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	90
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	89
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	89
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	88
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	86
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	84
Continuous Authentication in IoT-Based Smart Home Application: A Survey and a Design Framework Using Vector Similarity Search	83
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	83
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	81
Epidemic Spreading on Directed Networks and Twitter Cascades	80
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	79
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	79
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	78
Multi-Authorized, Privacy-Protected, and Traceable Driverless Taxi Data Sharing in Internet of Vehicles	78
Dynamic QoS Mapping in Integrated 5G-TSN Networks With Programmable Resource Slicing	77
Large Models Empowered End-to-End AI for Split Learning in Native AI Future Networks	77
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	75
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	74
Efficient Intrusion Detection for Edge Network via Multi-Stage Few-Shot Class-Incremental Learning	71
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	65
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	63
Resilience-Driven Topology Reconfiguration via Hierarchical Deep Reinforcement Learning in Low-Altitude UAV Networks	62
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	62
Communication-Efficient Federated Reinforcement Learning for Edge Offloading in AGI-MEC Systems	61
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	60
DynNet: A Lightweight Distributed Framework for Topology Obfuscation in Dynamic Networks	60
Temporal Link Prediction via Auxiliary Graph Transformer	60
Blockchain-Assisted Time-Bound Encrypted Matching for Trustworthy Agentic-AI Edge Networking	59
Learning-Augmented Online Minimization of Age of Information and Transmission Costs	59
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	59
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	58
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	58
CentralityPool: Centrality-Aware Hierarchical Graph Pooling	57
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	57
Privacy-Preserving and Hierarchically Fair Federated Learning in IoT Based on Compressed Sensing	56
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	56
Joint Optimization of Data Placement and Task Scheduling for Distributed Green Data Centers With Optical Satellite Networks	56
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	54
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	54
Block and Transaction Delivery in Ethereum Network	54
Anonymous Classical Message Transmission Through Various Quantum Networks	53
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	53

Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	53
Unlinkable and Decentralized Credential Management for Agentic AI	52
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	52
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	51
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	50
Algebraic Connectivity: Local and Global Maximizer Graphs	49
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	49
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	49
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	48
Power-Aware Orchestration for Geo-Distributed LLM Inference via Quantum Optimization	48
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	48
Blockchain-Aided Secure Access Control for UAV Computing Networks	47
A Survey on Computing Power Networks: Architecture, Resource Allocation, and AI Services Enablement	47
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	47
Adaptive Large Language Model for Task Orchestration in 6G Space-Air-Ground Integrated Computing Power Networks	47
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	47
Spectrum Efficient Communication for Heterogeneous IoT Networks	47
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	46
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	46
Cost Minimization Resource Allocation with Service Instance Caching and Task Migration for UAV Mobile Edge Computing	45
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	45
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	45
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	45
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in Multi-AUV Networks	44
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	44
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	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
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	44
Trajectory-Driven Beamforming Optimization: A Unified Framework for Mobile ISAC Agents	44
GCN-SynDCL: Imbalanced Node Classification via GCN and Synthetic Node Generation Using Dynamic Curriculum Learning	43
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	43
Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	42
Joint Trajectory and Resource Optimization for Delay Minimization of UAV-Enabled NOMA-MEC System With LWPT	42
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	42
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	41
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	41
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	41
QoS-Aware Multipath Routing in Software-Defined Networks	41
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	40
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	40
Foundation Model Empowered Synesthesia of Machines (SoM): AI-Native Intelligent Multi-Modal Sensing-Communication Integration	40
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	40
A Quantum Internet Protocol Suite Beyond Layering	39
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	39
Table of Content	39
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	39
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	39
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	39
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	38
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	38
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	38
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	38
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	38
UAV Assisted BS Sleep Strategy for Green Communication	38
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	37
A Novel HSTF-PN Based Interconnection Model for Integration of 5G and Time-Sensitive Networking	37
Structure-Enhanced Contrastive Learning for Graph Clustering	37
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	37
Slicing Resource Scheduling for 6G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	37
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	37
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	37
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	36
Cooperative Edge Content Caching With Popularity Prediction in UAV-Assisted Vehicular Networks	36
UniqueRank: Identifying Important and Difficult-to-Replace Nodes in Attributed Graphs	36
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	36
Resource Allocation for IRS-Assisted Secure NOMA-ISAC Network	36
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	36
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	36
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	36
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	36
Implementation of Core Algorithms for Automated Mine Ventilation Network Diagram Generation	35
Spatiotemporal Satellite User Resource Forecasting in MEO–LEO Networks via a CNN–LSTM Model	35
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	35
Adaptive Model Pruning in Decentralized Federated Learning	35
DARS: Dynamic Reliability-Aware Routing and Scheduling for Fault-Tolerant TSN	35
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	35
Near-Optimal Reinforcement Learning With Shuffle Differential Privacy	35
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	35
Distributed Online Constrained Convex Optimization With Compressed Communication	35

Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	35
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	35
On the Stochastic Flocking Dynamics of the Random Discrete Thermodynamic Cucker–Smale Model	35
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	35
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	34
Flexible Position Antenna Enabled Resource Optimization for UAV Covert Communication	34
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	34
Joint Antenna Position and Beamforming Optimization for Movable Antenna-Enabled Secure IRS-ISAC Network	34
Asynchronous Random Committee Election for Preprocessing in Asynchronous Distributed Key Generation	34
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	34
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	34
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	33
Table of Content	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
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	33
Federated User Self-Decision Mechanism for Coupled Electricity and Carbon Market Considering Differentiated Objectives of Heterogeneous DERs	33
Distributed Stabilization of Signed Networks via Self-loop Compensation	33
Information Spread Maximization With Multi-Boosting Stages	32
Distributed ADMM With Linear Updates Over Directed Networks	32
Clustering of Diverse Multiplex Networks	32
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	32
AAV Video Encoding: Online Rate-Distortion Modeling and Multi-Timescale Rate Control	32
Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD	32
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	32
Ordinal Embedding for Network Estimation via Graphon	32
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	31
A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network	31
Online Convex Optimization-Based Resource Allocation in Dynamic Edge Computing-Enabled Networks With Time-Varying Cost and Constraints	31
Kernel Based Dual-Channel Attributed Graph Community Detection	31
Resource Allocation in SCMA-Empowered Multi-UAV Transmission System	31
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	31
A Novel Relay Selection Algorithm Based on Vehicular Social Networks	31
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	30
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	30
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	30
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	30
Node Importance Estimation via Multi-View Graph Prompting	30
Differential Graphical Game for Linear Multi-Agent Systems With Deceptive Agents or Traitorous Agents	30
TinyML-Enabled Resource-Efficient Framework for Real-Time Network Securiy in Electric Vehicle Charging Networks	30
ROFED-LLM: Robust Federated Learning for Large Language Models in Adversarial Wireless Environments	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
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	29
MRMH: Multi-Constraint Routing Optimization Using Hybrid Metaheuristics in Vehicular Ad-Hoc Networks	29
JABS: A Blockchain Simulator for Researching Consensus Algorithms	29
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	29
Wireless Optical Inter-Satellite Link Risk-Aware Snapshot Routing Strategy in Satellite Networks: Multi-Stage Space Debris Evolution	29
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	29
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	29
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	28
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	28
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	28
Performance Trade-Off for Ultra-Reliable and Low-Latency Service in Multi-Functional ISAC Network	28
Movable Antenna-Enabled Secure Transmission for Active RIS-Aided ISAC Systems	28
Joint Service Caching, Resource Allocation and Computation Offloading in Three-Tier Cooperative Mobile Edge Computing System	28
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	28
UAV Detection and Localization: A RF-Based Framework via Multiple Stations Collaboration	28
Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks	28
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	28
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	27
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	27
Adaptable Variational Information Bottleneck for Task-Oriented Edge Inference	27
TDMRans: Towards a Two-stage Detection Method of Ransomware Encryption Behavior in Storage System	27
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	27
Distributed Online Mirror Descent With Delayed Subgradient and Event-Triggered Communications	27
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	27
Coupling Fear and Contagion for Modeling Epidemic Dynamics	27
Table of Contents	27
An Online Algorithm for Optimizing Network Transmission Cost of Federated Learning in the Cloud	26
TokenNet: A Novel Tokenized Resource Marketplace for 6G Network Slicing	26
A Novel Event-Triggered Consensus Approach for Generic Linear Multi-Agents Under Heterogeneous Sector-Restricted Input Nonlinearities	26
GAN-Based Dual Active Learning for Nosocomial Infection Detection	26
AI-Empowered Smart Contract Vulnerability Detection for Decentralized Blockchain Systems	26
Table of Contents	26
Event-Based Joint State and Unknown Input Estimation for Energy Networks: Handling Multi-Machine Power Grids	26
Connectivity Determination Algorithm for Complex Directed Networks	26
Ranking a Set of Objects Using Heterogeneous Workers: QUITE an Easy Problem	26
SIGRL: Sociologically-Informed Graph Representation Learning for Social Influence Prediction	26
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	26
Enhancing Remote Direct Memory Access Network With Loss-Tolerant Flow Control for Distributed AI Clusters	26
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	26
A Unique Framework of Heterogeneous Augmentation Graph Contrastive Learning for Both Node and Graph Classification	25
Lightweight Yet Accurate: Detecting SDN Topology Poisoning via Traffic Pattern Correlation and Sequential Hypothesis Probing	25
FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing	25
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks	25
Constrained Fuzzy Community Detection by a New Modularity Optimization Framework	25
Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing	25
Distributed Adaptive Algorithm for Resource Allocation Problem Over Weight-Unbalanced Graphs	25
An Efficient Differentiated Routing Scheme for MEO/LEO-Based Multi-Layer Satellite Networks	25
Distributed Secure State Estimation for Cyber-Physical Systems Under False Data Injection Attacks	25
Optimizing Resource Allocation for Dynamic IoT Requests Using Network Function Virtualization	25
Quantum Deep Reinforcement Learning for Digital Twin-Enabled 6G Networks and Semantic Communications: Considerations for Adoption and Security	25
Adaptively Distributed Nash Equilibrium Seeking of Noncooperative Games for Uncertain Heterogeneous Linear Multi-Agent Systems	25
UAV-NIDD: A Dynamic Dataset for Cybersecurity and Intrusion Detection in UAV Networks	25