IEEE Transactions on Network Science and Engineering

Article	Citations
Table of Content	199
Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries	164
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	163
Epidemic Spreading on Directed Networks and Twitter Cascades	162
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	161
A Bayesian Graph Embedding Model for Link-Based Classification Problems	154
Expected Extinction Times of Epidemics With State-Dependent Infectiousness	153
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	141
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	131
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	126
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	124
Event-Triggered Observer-Based $\mathcal {H}_\infty$ Consensus Control and Fault Detection of Multiagent Systems Under Stochastic False Data Injection Attacks	120
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	120
Deep Multi-Attributed-View Graph Representation Learning	120
Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	116
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	111
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	106
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	104
Clustered Graph Matching for Label Recovery and Graph Classification	102
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	100
On the Design of Resilient Distributed Single Time-Scale Estimators: A Graph-Theoretic Approach	96
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	95
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	95
A New Flexible HARQ Assisted by Rate Splitting Multiple Access	92
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	86

Towards Security Enhanced Service Function Chain Deployment by Moving Target Defense	85
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	78
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	77
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	75
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	75
QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing	74
Attributes Based Vehicular Named Data Networking for Driving Assistance	71
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	71
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	71
Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	71
Planning Cyclic Queuing and Forwarding for Time-Sensitive Networking via Heuristic and Neurodynamic Optimization	71
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	69
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	69
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	68
Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	68
Secure Computation Offloading in Blockchain Based IoT Networks With Deep Reinforcement Learning	68
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	68
An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization	67
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	66
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	65
Robust Consensus of Multiagent Dynamics With Transmission Constraints and Noises	64
Anonymous Classical Message Transmission Through Various Quantum Networks	64
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	64
Learning-augmented Online Minimization of Age of Information and Transmission Costs	64
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	62
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	62
Guest Editorial: Introduction to the Special Section on Intelligence-Empowered Collaboration Among Space, Air, Ground, and Sea Mobile Networks Towards B5G	62
Multimedia Traffic Classification for Imbalanced Environment	62
Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration	61
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	61
Influence Maximization Based on Network Motifs in Mobile Social Networks	60
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	59
A New Protection-Based Approach for Link Failure Management of Software-Defined Networks	59
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	59
Temporal Link Prediction via Auxiliary Graph Transformer	58
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	58
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	57
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	57
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	57
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	56
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	56
Block and Transaction Delivery in Ethereum Network	56
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	55
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks	54
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	54
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	53
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	53
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	52
Spectrum Efficient Communication for Heterogeneous IoT Networks	52
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	51

Enhanced ISAC Framework for Moving Target Assisted by Beyond-Diagonal RIS: Accurate Localization and Efficient Communication	51
CentralityPool: Centrality-aware Hierarchical Graph Pooling	50
PartitionFilter: A Fast Packet Classification Algorithm Based on Adaptive Partition and Filter	50
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	49
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	48
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	46
Algebraic Connectivity: Local and Global Maximizer Graphs	46
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	46
Community Detection in Graph: An Embedding Method	46
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	46
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication via Swarm Learning	46
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	45
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	45
Spatiotemporal Optimal Control of Reaction-Diffusion Malware Propagation in multi-AUV Networks	45
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	45
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network	44
Consensus-Based Distributed Connectivity Control in Multi-Agent Systems	44
Cloud Versus Edge Deployment Strategies of Real-Time Face Recognition Inference	44
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	43
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	43
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	42
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	42
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	42
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	42
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	42
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	42
QoS-Aware Multipath Routing in Software-Defined Networks	42
Blockchain-Aided Secure Access Control for UAV Computing Networks	42
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	41
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	41
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	40
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	40
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	40
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	40
Table of Content	40
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	40
Many-Objective Deployment Optimization for a Drone-Assisted Camera Network	39
UAV Assisted BS Sleep Strategy for Green Communication	39
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	39
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	39
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	39
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	38
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	38
Table of Contents [Front cover]	38
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	38
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	38
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	37
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	37
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	37
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	37
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	37
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	37
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	36
Slicing Resource Scheduling for 6 G Green Cellular-Vehicular Networks: A Secrecy Oriented Energy-Efficient Approach	36
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	36
Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning	36
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	35
Efficient Privacy-Preserving Federated Learning With Integrity in Fog Computing	35
Adaptive Model Pruning in Decentralized Federated Learning	35
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	35
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	35
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	35
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	35
A Novel HSTF-PN Based Interconnection Model for Integration of 5 G and Time-Sensitive Networking	34
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	34
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	34
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	33
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	33
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations	33
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	33
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	33
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	33
Measuring Network Robustness by Average Network Flow	33
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	33
Table of Content	32
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	32
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	32
On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems	32
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	32
ULBRF: A Framework for Maximizing Influence in Dynamic Networks Based on Upper and Lower Bounds of Propagation	32

PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	32
Distributed Stabilization of Signed Networks via Self-loop Compensation	32
Network Growth From Global and Local Influential Nodes	32
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	31
Distributed Parameter Estimation under Byzantine Nodes in Sensor Networks	31
Distributed ADMM With Linear Updates Over Directed Networks	31
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	30
A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network	30
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	30
Resource Allocation in SCMA-Empowered Multi-UAV Transmission System	30
Joint Service Caching, Resource Allocation and Computation Offloading in Three-Tier Cooperative Mobile Edge Computing System	30
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	29
Graph Matching Between Bipartite and Unipartite Networks: To Collapse, or Not to Collapse, That Is the Question	29
Information Spread Maximization With Multi-Boosting Stages	29
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks	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
Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks	29
MRMH: Multi-Constraint Routing Optimization Using Hybrid Metaheuristics in Vehicular Ad-Hoc Networks	29
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	29
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	28
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	28
Kernel Based Dual-Channel Attributed Graph Community Detection	28
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	28
JABS: A Blockchain Simulator for Researching Consensus Algorithms	28
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	28
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	28
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	28
Sampling Subgraph Network With Application to Graph Classification	28
Clustering of Diverse Multiplex Networks	27
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	27
Topology Sensing of Non-Collaborative Wireless Networks With Conditional Granger Causality	27
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	26
Distributed Detection and Mitigation of Biasing Attacks Over Multi-Agent Networks	26
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	26
ROFED-LLM: Robust Federated Learning for Large Language Models in Adversarial Wireless Environments	26
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	26
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	26
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	25
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	25
Distributed Online Mirror Descent With Delayed Subgradient and Event-Triggered Communications	25
Distributionally Robust Chance-Constrained Transmission Expansion Planning Using a Distributed Solution Method	25
GAN-Based Dual Active Learning for Nosocomial Infection Detection	25
A Game Theory Based Hybrid NOMA for Efficient Resource Optimization in Cognitive Radio Networks	25
Deep Reinforcement Learning for Time-Energy Tradeoff Online Offloading in MEC-Enabled Industrial Internet of Things	24
UAV-NIDD: A Dynamic Dataset for Cybersecurity and Intrusion Detection in UAV Networks	24
Constrained Fuzzy Community Detection by a New Modularity Optimization Framework	24
Dissecting Mining Pools of Bitcoin Network: Measurement, Analysis and Modeling	24
Event-Based Joint State and Unknown Input Estimation for Energy Networks: Handling Multi-Machine Power Grids	24
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning	23
Table of Contents	23
Joint Robust Power Control and Task Scheduling for Vehicular Offloading in Cloud-Assisted MEC Networks	23
Distributed Secure State Estimation for Cyber-Physical Systems Under False Data Injection Attacks	23
Connectivity Determination Algorithm for Complex Directed Networks	23
Fully Distributed Observer Design for Mobile Targets	23
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	23
A Novel Event-Triggered Consensus Approach for Generic Linear Multi-Agents Under Heterogeneous Sector-Restricted Input Nonlinearities	23
LISP-MM: Efficient LISP-Based Mobility Management in Software Defined Vehicular Networks	23
An Energy-Efficient Wireless Blockchain Sharding Scheme for PBFT Consensus	23
Adaptively Distributed Nash Equilibrium Seeking of Noncooperative Games for Uncertain Heterogeneous Linear Multi-Agent Systems	23
A Unique Framework of Heterogeneous Augmentation Graph Contrastive Learning for Both Node and Graph Classification	23
Deadline-Aware Task Offloading With Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing	23
Consensus Optimal Filter for Linear Systems Over Amplify-and-Forward Relay Networks: Handling Delayed and Degraded Channels	23
Hiding in Temporal Networks	23
Opinion Evolution in Social Networks: Connecting Mean Field Games to Generative Adversarial Nets	22
A Unified Framework for Differentiated Services in Intelligent Healthcare Systems	22
Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing	22
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	22
An Online Algorithm for Optimizing Network Transmission Cost of Federated Learning in the Cloud	22
Ranking a Set of Objects using Heterogeneous Workers: QUITE an Easy Problem	22
Spatial-Temporal Data Inference With Graph Attention Neural Networks in Sparse Mobile Crowdsensing	22
ACKS-IA: An Access Control and Key Agreement Scheme for Securing Industry 4.0 Applications	22
An Efficient Differentiated Routing Scheme for MEO/LEO-Based Multi-Layer Satellite Networks	22
Network Selection Based on Evolutionary Game and Deep Reinforcement Learning in Space-Air-Ground Integrated Network	22
Necessary and Sufficient Conditions on Consensus of General Fractional-Order Multi-Agent Systems Over Directed Networks	22
Enhanced Profit-Driven Optimization for Flexible Server Deployment and Service Placement in Multi-User Mobile Edge Computing Systems	22
Distributed Adaptive Algorithm for Resource Allocation Problem Over Weight-Unbalanced Graphs	22
TokenNet: A Novel Tokenized Resource Marketplace for 6G Network Slicing	22
FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing	22
Distributed Privacy-Preserving Time-Varying Output Formation Optimal Tracking for Heterogeneous Multi-Agent Systems With External Disturbances	21
Secure P2P Nonfragile Sampled-Data Controller Design for Nonlinear Networked System under Sensor Saturation and DoS Attack	21
SIGRL: Sociologically-Informed Graph Representation Learning for Social Influence Prediction	21
Coupling Fear and Contagion for Modeling Epidemic Dynamics	21
Hypergraph-Based Model for Modeling Multi-Agent Q-Learning Dynamics in Public Goods Games	21
HCVC: A High-Capacity Off-Chain Virtual Channel Scheme Based on Bidirectional Locking Mechanism	21
Optimizing Resource Allocation for Dynamic IoT Requests Using Network Function Virtualization	21
FAST: Adopting Federated Unlearning to Eliminating Malicious Terminals at Server Side	21
Neural-Network-Based Filtering for A General Class of Nonlinear Systems under Dynamically Bounded Innovations Over Sensor Networks	21
Accelerating Block and Transaction Propagation: A Survey on Broadcast Protocols in Blockchain Networks	21
Reputation-based Distributed Filtering Over Sensor Networks Subject to Stochastic Nonlinearity and Network-Induced Quantization	21
Dynamic-Memory Event-Triggered Secure Control for Cyber-Physical Power Systems Under Hybrid Attacks	21
SRA360: Super-Resolution Enhanced Adaptive 360-Degree Video Streaming for Heterogeneous Viewers	21
Dynamic SDN-Based Radio Access Network Slicing With Deep Reinforcement Learning for URLLC and eMBB Services	21
Online Influence Maximization With Semi-Bandit Feedback Under Corruptions	20
Meta-Learning Enhanced Physics-Informed Graph Attention Convolutional Network for Distribution Power System State Estimation	20