IEEE Transactions on Network Science and Engineering

Article	Citations
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	300
Expected Extinction Times of Epidemics With State-Dependent Infectiousness	218
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	211
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	198
Multi-Authorized, Privacy-Protected, and Traceable Driverless Taxi Data Sharing in Internet of Vehicles	192
A Federated Blockchain Security for MEC-Enabled IoT Networks in Industrial 5.0	169
Continuous Authentication in IoT-Based Smart Home Application: A Survey and a Design Framework Using Vector Similarity Search	154
Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries	150
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	140
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	133
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	130
Clustered Graph Matching for Label Recovery and Graph Classification	130
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	121
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	120
Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	115
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	113
Epidemic Spreading on Directed Networks and Twitter Cascades	109
Dynamic QoS Mapping in Integrated 5G-TSN Networks With Programmable Resource Slicing	107
Inference-Subgraph Driven Multi-Agent DRL for Joint Resource Orchestration in Communication and Computing Power Network	106
Multi-Link Enabled Reliable and Low Latency Transmission Design for Edge Estimation	103
BECS: A Privacy-Preserving Computing Resource Sharing Mechanism for 6G Computing Power Network	103
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	101
Deep Multi-Attributed-View Graph Representation Learning	100
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	98
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	96

Modularity Maximization and Community Detection in Complex Networks Through Recursive and Hierarchical Annealing in the DWAVE Advantage Quantum Processing Units	96
Evolving Intelligent Network Attack Classifier Under Label Distribution Shift	96
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	95
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	94
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	92
Attributes Based Vehicular Named Data Networking for Driving Assistance	92
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	91
Integrated Sensing and Communication Using a Smart Leaky-Wave Antenna	91
Joint Jamming and Transmission Rate Optimization for Multi-Jammer Assisted UAV Covert Communications With Imperfect CSI	90
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	88
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	88
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	88
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	87
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	85
Robust Beamforming for RSMA-Aided Bistatic Integrated Sensing and Communication in Low-Altitude Wireless Networks	85
Buffer Management for Timely Reconstruction: Lower Bounds and Near-Optimal Policies	84
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	83
Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	83
Accelerated Transfer-Entropy-Weighted ADMM for Learning Causal Directed Acyclic Graphs	83
Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	82
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	81
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	81
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	80
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	80
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	79
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	77
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	77
Large Models Empowered End-to-End AI for Split Learning in Native AI Future Networks	74
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	74
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	72
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	72
Influence Maximization Based on Network Motifs in Mobile Social Networks	72
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	70
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	69
Spectrum Efficient Communication for Heterogeneous IoT Networks	69
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	68
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	67
Blockchain-Aided Secure Access Control for UAV Computing Networks	66
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	66
QoS-Aware Multipath Routing in Software-Defined Networks	64
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	64
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	62
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	62
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	62
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	61
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	60
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	59
A Quantum Internet Protocol Suite Beyond Layering	58
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	58

Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	58
Algebraic Connectivity: Local and Global Maximizer Graphs	57
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	57
Blockchain-Assisted Time-Bound Encrypted Matching for Trustworthy Agentic-AI Edge Networking	57
Resilience-Driven Topology Reconfiguration via Hierarchical Deep Reinforcement Learning in Low-Altitude UAV Networks	56
Communication-Efficient Federated Reinforcement Learning for Edge Offloading in AGI-MEC Systems	56
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	56
Learning-Augmented Online Minimization of Age of Information and Transmission Costs	56
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	56
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	55
CentralityPool: Centrality-Aware Hierarchical Graph Pooling	54
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	54
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	54
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	53
Robust Consensus of Multiagent Dynamics With Transmission Constraints and Noises	53
Multimedia Traffic Classification for Imbalanced Environment	53
Trajectory-Driven Beamforming Optimization: A Unified Framework for Mobile ISAC Agents	52
Adaptive Large Language Model for Task Orchestration in 6G Space-Air-Ground Integrated Computing Power Networks	52
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in Multi-AUV Networks	51
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	51
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	50
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	50
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	50
Privacy-Preserving and Hierarchically Fair Federated Learning in IoT Based on Compressed Sensing	50
Joint Optimization of Data Placement and Task Scheduling for Distributed Green Data Centers With Optical Satellite Networks	50
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	49
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	49
A Survey on Computing Power Networks: Architecture, Resource Allocation, and AI Services Enablement	49
Block and Transaction Delivery in Ethereum Network	49
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	48
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	48
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	48
Joint Trajectory and Resource Optimization for Delay Minimization of UAV-Enabled NOMA-MEC System With LWPT	47
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	46
Temporal Link Prediction via Auxiliary Graph Transformer	46
Anonymous Classical Message Transmission Through Various Quantum Networks	46
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	46
DynNet: A Lightweight Distributed Framework for Topology Obfuscation in Dynamic Networks	46
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	46
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	46
Consensus-Based Distributed Connectivity Control in Multi-Agent Systems	45
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	45
Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	45
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	45
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	45
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	44
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	44
Foundation Model Empowered Synesthesia of Machines (SoM): AI-Native Intelligent Multi-Modal Sensing-Communication Integration	44
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	44
GCN-SynDCL: Imbalanced Node Classification via GCN and Synthetic Node Generation Using Dynamic Curriculum Learning	44
Table of Content	43
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	43
Table of Contents [Front cover]	43
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	43
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	43
Cost Minimization Resource Allocation with Service Instance Caching and Task Migration for UAV Mobile Edge Computing	43
A Novel HSTF-PN Based Interconnection Model for Integration of 5G and Time-Sensitive Networking	42
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	42
Slicing Resource Scheduling for 6G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	42
Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	41
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	41
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	41
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	40
Implementation of Core Algorithms for Automated Mine Ventilation Network Diagram Generation	40
Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning	40
Flexible Position Antenna Enabled Resource Optimization for UAV Covert Communication	39
Measuring Network Robustness by Average Network Flow	39
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	39
UAV Assisted BS Sleep Strategy for Green Communication	39
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	39
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	38
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	38
On the Stochastic Flocking Dynamics of the Random Discrete Thermodynamic Cucker–Smale Model	38
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	37
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	37
UniqueRank: Identifying Important and Difficult-to-Replace Nodes in Attributed Graphs	37
Structure-Enhanced Contrastive Learning for Graph Clustering	37
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	37
DARS: Dynamic Reliability-Aware Routing and Scheduling for Fault-Tolerant TSN	36
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	36

Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	36
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	36
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations	36
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	36
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	36
Cooperative Edge Content Caching With Popularity Prediction in UAV-Assisted Vehicular Networks	36
Adaptive Model Pruning in Decentralized Federated Learning	36
Distributed Online Constrained Convex Optimization With Compressed Communication	36
Joint Antenna Position and Beamforming Optimization for Movable Antenna-Enabled Secure IRS-ISAC Network	36
Resource Allocation for IRS-Assisted Secure NOMA-ISAC Network	36
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	35
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	35
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	35
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	35
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	35
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	35
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	35
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	35
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	35
Distributed Stabilization of Signed Networks via Self-loop Compensation	34
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	34
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	34
ULBRF: A Framework for Maximizing Influence in Dynamic Networks Based on Upper and Lower Bounds of Propagation	34
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	34
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	34
Table of Content	34
AAV Video Encoding: Online Rate-Distortion Modeling and Multi-Timescale Rate Control	33
Distributed Parameter Estimation Under Byzantine Nodes in Sensor Networks	33
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks	33
Network Growth From Global and Local Influential Nodes	33
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	33
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	33
Federated User Self-Decision Mechanism for Coupled Electricity and Carbon Market Considering Differentiated Objectives of Heterogeneous DERs	33
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	33
MRMH: Multi-Constraint Routing Optimization Using Hybrid Metaheuristics in Vehicular Ad-Hoc Networks	33
Ordinal Embedding for Network Estimation via Graphon	33
UAV Detection and Localization: A RF-Based Framework via Multiple Stations Collaboration	32
Movable Antenna-Enabled Secure Transmission for Active RIS-Aided ISAC Systems	32
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	32
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	32
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	32
Information Spread Maximization With Multi-Boosting Stages	32
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	32
Topology Sensing of Non-Collaborative Wireless Networks With Conditional Granger Causality	31
Performance Trade-Off for Ultra-Reliable and Low-Latency Service in Multi-Functional ISAC Network	31
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	31
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	31
Resource Allocation in SCMA-Empowered Multi-UAV Transmission System	31
A Novel Relay Selection Algorithm Based on Vehicular Social Networks	31
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	31
Energy Efficient Heterogeneous Federated Learning Over Mobile Devices: A Deep Reinforcement Learning Based Stackelberg Game Approach	31
Online Convex Optimization-Based Resource Allocation in Dynamic Edge Computing-Enabled Networks with Time-Varying Cost and Constraints	31
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	31
Clustering of Diverse Multiplex Networks	31
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	31
Distributed ADMM With Linear Updates Over Directed Networks	31
Kernel Based Dual-Channel Attributed Graph Community Detection	31
ROFED-LLM: Robust Federated Learning for Large Language Models in Adversarial Wireless Environments	30
JABS: A Blockchain Simulator for Researching Consensus Algorithms	30
Joint Service Caching, Resource Allocation and Computation Offloading in Three-Tier Cooperative Mobile Edge Computing System	30
Differential Graphical Game for Linear Multi-Agent Systems With Deceptive Agents or Traitorous Agents	30
Node Importance Estimation via Multi-View Graph Prompting	30
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	30
TinyML-Enabled Resource-Efficient Framework for Real-Time Network Securiy in Electric Vehicle Charging Networks	29
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	29
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	29
A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network	29
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	29
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	29
Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks	29
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	29
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	29
Wireless Optical Inter-Satellite Link Risk-Aware Snapshot Routing Strategy in Satellite Networks: Multi-Stage Space Debris Evolution	29
Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD	28
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning	28
Table of Contents	28
Consensus Optimal Filter for Linear Systems Over Amplify-and-Forward Relay Networks: Handling Delayed and Degraded Channels	28
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	28
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	28
Coupling Fear and Contagion for Modeling Epidemic Dynamics	28
A Unique Framework of Heterogeneous Augmentation Graph Contrastive Learning for Both Node and Graph Classification	28
Deadline-Aware Task Offloading With Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing	28
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	28
Connectivity Determination Algorithm for Complex Directed Networks	28
Neural-Network-Based Filtering for A General Class of Nonlinear Systems under Dynamically Bounded Innovations Over Sensor Networks	28
Quantum Deep Reinforcement Learning for Digital Twin-Enabled 6G Networks and Semantic Communications: Considerations for Adoption and Security	28
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks	27
GAN-Based Dual Active Learning for Nosocomial Infection Detection	27
FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing	27
A Novel Event-Triggered Consensus Approach for Generic Linear Multi-Agents Under Heterogeneous Sector-Restricted Input Nonlinearities	27
Ranking a Set of Objects Using Heterogeneous Workers: QUITE an Easy Problem	27
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	27
Hiding in Temporal Networks	27
Spatial-Temporal Data Inference With Graph Attention Neural Networks in Sparse Mobile Crowdsensing	27
Distributed Privacy-Preserving Time-Varying Output Formation Optimal Tracking for Heterogeneous Multi-Agent Systems With External Disturbances	27