IEEE Transactions on Network Science and Engineering

Article	Citations
Table of Content	211
Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries	176
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	168
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	166
A Bayesian Graph Embedding Model for Link-Based Classification Problems	163
Expected Extinction Times of Epidemics With State-Dependent Infectiousness	160
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	153
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	144
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	135
Clustered Graph Matching for Label Recovery and Graph Classification	126
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	126
Event-Triggered Observer-Based $\mathcal {H}_\infty$ Consensus Control and Fault Detection of Multiagent Systems Under Stochastic False Data Injection Attacks	125
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	123
Secure Computation Offloading in Blockchain Based IoT Networks With Deep Reinforcement Learning	121
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	118
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	114
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	109
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	109
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	109
Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	104
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	98
An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization	96
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	96
Attributes Based Vehicular Named Data Networking for Driving Assistance	96
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	86

Multi-authorized, Privacy-protected, and Traceable Driverless Taxi Data Sharing in Internet of Vehicles	85
Deep Multi-Attributed-View Graph Representation Learning	80
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	79
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	79
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	77
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	77
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	76
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	75
Epidemic Spreading on Directed Networks and Twitter Cascades	74
Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	73
Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	73
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	73
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	72
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	71
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	71
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	70
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	69
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	69
Anonymous Classical Message Transmission Through Various Quantum Networks	68
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	68
Robust Consensus of Multiagent Dynamics With Transmission Constraints and Noises	68
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	68
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	67
Guest Editorial: Introduction to the Special Section on Intelligence-Empowered Collaboration Among Space, Air, Ground, and Sea Mobile Networks Towards B5G	66
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	66
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	65
Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration	65
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	65
A New Protection-Based Approach for Link Failure Management of Software-Defined Networks	65
Spectrum Efficient Communication for Heterogeneous IoT Networks	65
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	64
Cloud Versus Edge Deployment Strategies of Real-Time Face Recognition Inference	62
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	61
Cost Minimization Resource Allocation with Service Instance Caching and Task Migration for UAV Mobile Edge Computing	61
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	61
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	61
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	59
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	59
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	58
Influence Maximization Based on Network Motifs in Mobile Social Networks	58
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	58
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	58
Multimedia Traffic Classification for Imbalanced Environment	57
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	57
Temporal Link Prediction via Auxiliary Graph Transformer	56
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	55
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	55
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	55
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	54
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	53

Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	52
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	52
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	52
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	51
QoS-Aware Multipath Routing in Software-Defined Networks	50
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	50
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	50
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	49
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	49
Block and Transaction Delivery in Ethereum Network	49
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	48
CentralityPool: Centrality-aware Hierarchical Graph Pooling	48
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	48
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	48
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	47
Community Detection in Graph: An Embedding Method	47
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	47
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	46
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network	46
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in multi-AUV Networks	46
Consensus-Based Distributed Connectivity Control in Multi-Agent Systems	46
Algebraic Connectivity: Local and Global Maximizer Graphs	46
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	46
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	45
Learning-Augmented Online Minimization of Age of Information and Transmission Costs	45
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	45
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	45
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	45
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	44
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	44
Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	44
Blockchain-Aided Secure Access Control for UAV Computing Networks	43
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	42
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	42
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	41
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	41
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	41
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	41
Table of Content	41
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	41
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	40
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	40
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	40
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	40
Table of Contents [Front cover]	40
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	40
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	39
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	39
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	39
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	39
Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	39
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	38
Adaptive Model Pruning in Decentralized Federated Learning	38
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	38
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	37
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	37
A Novel HSTF-PN Based Interconnection Model for Integration of 5 G and Time-Sensitive Networking	37
Slicing Resource Scheduling for 6 G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	37
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	37
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	37
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	37
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	37
Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning	37
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	36
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	36
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	36
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	36
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	35
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	35
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	35
Measuring Network Robustness by Average Network Flow	35
UAV Assisted BS Sleep Strategy for Green Communication	35
Structure-Enhanced Contrastive Learning for Graph Clustering	35
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	34
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations	34
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	34
Many-Objective Deployment Optimization for a Drone-Assisted Camera Network	34
On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems	33
Distributed Stabilization of Signed Networks via Self-loop Compensation	33
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	33

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