IEEE Transactions on Network Science and Engineering

Article	Citations
Table of Content	257
Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries	158
Attributes based Vehicular Named Data Networking for Driving Assistance	155
Planning Cyclic Queuing and Forwarding for Time-sensitive Networking via Heuristic and Neurodynamic Optimization	152
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	148
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	146
Epidemic Spreading on Directed Networks and Twitter Cascades	137
Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks	136
A Bayesian Graph Embedding Model for Link-Based Classification Problems	133
Expected Extinction Times of Epidemics With State-Dependent Infectiousness	125
Distributed Gradient Method for Neural Network-Based Constrained $k$-Winners-Take-All	122
A Novel Tensor Completion Based Indoor Positioning Fingerprint Recovery Method in Mobile Crowdsensing Networks	117
Poisoning the Well: Adversarial Poisoning on ML-Based Software-Defined Network Intrusion Detection Systems	116
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network	114
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems	112
PTAS: PIFO-Based Time-Aware Shaper for Massive Concurrent Flows in Time-Sensitive Networks	112
QECO: A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing	108
SFANT: A SRv6-Based Flexible and Active Network Telemetry Scheme in Programming Data Plane	108
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow	105
Networked Decision-Making Dynamics Based on Fair, Extortionate and Generous Strategies in Iterated Public Goods Games	100
Machine Learning on Cloud With Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression	96
Community Detection With Known, Unknown, or Partially Known Auxiliary Latent Variables	90
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	89
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	86
Dynamic Opinion Maximization Framework With Hybrid Method in Social Networks	84

Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning	83
Towards a Secure and Computational Framework for Internet of Drones Enabled Aerial Computing	81
APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks	80
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	77
Deep Multi-Attributed-View Graph Representation Learning	76
Protocol-Based Particle Filtering for Nonlinear Complex Networks: Handling Non-Gaussian Noises and Measurement Censoring	72
Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks	68
An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization	68
Secure Computation Offloading in Blockchain Based IoT Networks With Deep Reinforcement Learning	67
Tackling Data Mining Risks: A Tripartite Covert Channel Merging Blockchain and IPFS	67
Clustered Graph Matching for Label Recovery and Graph Classification	65
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model	65
Event-Triggered Observer-Based $\mathcal {H}_\infty$ Consensus Control and Fault Detection of Multiagent Systems Under Stochastic False Data Injection Attacks	65
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain	65
A Performance-Optimized Consensus Mechanism for Consortium Blockchains Consisting of Trust-Varying Nodes	64
Intelligent Energy Scheduling in Renewable Integrated Microgrid With Bidirectional Electricity-to-Hydrogen Conversion	64
New Gas-Efficient Authenticated Range Query Schemes in Hybrid-Storage Blockchain	64
The Nodes Influence Maximization in Open Source Software Community Based on Probability Propagation Model	63
Design and Testbed Experiments of User Authentication and Key Establishment Mechanism for Smart Healthcare Cyber Physical Systems	62
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network	62
Cloud Versus Edge Deployment Strategies of Real-Time Face Recognition Inference	60
Robust Consensus of Multiagent Dynamics With Transmission Constraints and Noises	60
Automated Hubs-Patching: Protection Against Malware Spread Through Reduced Scale-Free Networks and External Storage Devices	59
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning	59
Private Synchronization Control of Complex Networks Against Eavesdropping Attacks: A Differential Privacy Scheme	59
Consensus-Based Distributed Connectivity Control in Multi-Agent Systems	58
Link-Centric Research on the Capability Resilience of Heterogeneous Information Combat Networks	58
Blockchain-Aided Secure Access Control for UAV Computing Networks	58
A New Protection-Based Approach for Link Failure Management of Software-Defined Networks	57
Robustness of Interdependent Power Grid and Communication Networks to Cascading Failures	56
QoS-Aware Multipath Routing in Software-Defined Networks	56
Learning-augmented Online Minimization of Age of Information and Transmission Costs	56
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization	56
Blockchain-Based Hybrid Reliable User Selection Scheme for Task Allocation in Mobile Crowd Sensing	56
Adaptive Multi-UAV Trajectory Planning Leveraging Digital Twin Technology for Urban IIoT Applications	56
A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection	55
Federated Learning With Fair Incentives and Robust Aggregation for UAV-Aided Crowdsensing	54
Multimedia Traffic Classification for Imbalanced Environment	54
Anonymous Classical Message Transmission Through Various Quantum Networks	54
Influence Maximization Based on Network Motifs in Mobile Social Networks	54
Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia–Kalaba Approach	54
GTCC: A Game Theoretic Approach for Efficient Congestion Control in Datacenter Networks	53
Optimizing Urban Traffic Incident Prediction With Vertical Federated Learning: A Feature Selection Based Approach	53
Joint Split Offloading and Trajectory Scheduling for UAV-Enabled Mobile Edge Computing in IoT Network	53
Deep Learning for Fast and Reliable Initial Access in AI-Driven 6G mmWave Networks	52
Temporal Link Prediction via Auxiliary Graph Transformer	52
From Network Inference Errors to Utility Suboptimality: How Much Is the Impact?	51
An Efficient Flows Dispatching Scheme for Tardiness Minimization of Data-Intensive Applications in Heterogeneous Systems	50
Block and Transaction Delivery in Ethereum Network	49
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning	49

BD-VTE: A Novel Baseline Data Based Verifiable Trust Evaluation Scheme for Smart Network Systems	49
Algebraic Connectivity: Local and Global Maximizer Graphs	49
HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks	48
Guest Editorial: Introduction to the Special Section on Intelligence-Empowered Collaboration Among Space, Air, Ground, and Sea Mobile Networks Towards B5G	48
Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery	48
Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach	48
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks	47
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach	47
Controlling Segregation in Social Network Dynamics as an Edge Formation Game	46
Spectrum Efficient Communication for Heterogeneous IoT Networks	46
Recursive Remote State Estimation for Stochastic Complex Networks With Degraded Measurements and Amplify-and-Forward Relays	46
Joint Task Coding and Transfer Optimization for Edge Computing Power Networks	45
Adaptive Distributed Impulsive Synchronization Control for Multi-Agent Systems Under Switching Deception Attacks on Dual Channels	45
Radio Frequency-Enhanced Multi-Factor IoT Device Authentication Via Swarm Learning	45
Local Measurement Based Formation Navigation of Nonholonomic Robots With Globally Bounded Inputs and Collision Avoidance	44
Large-Scale Group Opinion Evolution With Coexistence of Influential Individuals and Strongly Organized Groups Based on Mean Field Games	44
Composite Learning From Fractional-Order Fuzzy Echo State Network Control Using Historical Data	43
Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights	43
Encryption-Decryption-Based Bounded Filtering for 2-D Systems Under Dynamic Event-Triggered Mechanism	43
Community Detection in Graph: An Embedding Method	43
Outage Probability Analysis of MISO-NOMA Downlink Communications in UAV-Assisted Agri-IoT With SWIPT and TAS Enhancement	42
GAN-Siamese Network for Cross-Domain Vehicle Re-Identification in Intelligent Transport Systems	42
PPSF: A Privacy-Preserving and Secure Framework Using Blockchain-Based Machine-Learning for IoT-Driven Smart Cities	42
Integrating Fuzzy Clustering and Graph Convolution Network to Accurately Identify Clusters From Attributed Graph	41
Trustworthy Federated Learning Against Malicious Attacks in Web 3.0	40
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	40
TKAGFL: A Federated Communication Framework Under Data Heterogeneity	40
Hybrid Multi-Server Computation Offloading in Air–Ground Vehicular Networks Empowered by Federated Deep Reinforcement Learning	39
Table of Content	39
Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access	39
Observer-Based Reachable Set Synthesis for Discrete-Time Periodic Piecewise Systems Subject to Multiple Packet Dropouts	38
An Output Feedback Cascade Control Approach to Distributed Consensus of Nonlinear Multiagent Systems With Output Delays	38
A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System	38
TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN	38
Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning	38
Observer-Based Event-Triggered Sliding Mode Control for Secure Formation Tracking of Multi-UAV Systems	37
Spreading Processes With Layer-Dependent Population Heterogeneity Over Multilayer Networks	37
Smart Collaborative Evolvement for Virtual Group Creation in Customized Industrial IoT	37
Distributed Secure State Estimation Under Stochastic Linear Attacks	37
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations	37
Table of Contents [Front cover]	36
CDMR: Effective Computing-Dependent Multi-Path Routing Strategies in Satellite and Terrestrial Integrated Networks	36
A Hybrid Semi-Asynchronous Federated Learning and Split Learning Strategy in Edge Networks	36
Measuring Network Robustness by Average Network Flow	36
Networks for Flight Delay Analysis: A Scoping Review and Research Agenda	36
Mitigating Degree Bias in Graph Representation Learning With Learnable Structural Augmentation and Structural Self-Attention	36
DCMM: Dynamic Cluster-Based Mobile Node Migration Scheme for Blockchain Collaborative Storage in Mobile IoT Networks	36
A Web 3.0-Based Trading Platform for Data Annotation Service With Optimal Pricing	35
Intrusion Detection in SCADA Based Power Grids: Recursive Feature Elimination Model With Majority Vote Ensemble Algorithm	35
FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing	35
Reinforced-LSTM Trajectory Prediction-Driven Dynamic Service Migration: A Case Study	35
Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning	34
Communication Topology Reconstruction for a Three-Dimensional Persistent Formation With Fault Constraint	34
Logic Path Identified Hierarchical Routing for Large-Scale LEO Satellite Networks	34
Efficient Data Transmission Scheme for Massive High Altitude Platform Networks	34
Optimal Fleet Size for Cross-Route Dispatching in Electrified Bus Networks	34
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT	34
Consensus Control in Heterogeneous Nonlinear Multiagent Systems With Position Feedback and Switching Topologies	34
Privacy-Protected Decentralized Dual Averaging Push With Edge-Based Correlated Perturbations Over Time-Varying Directed Networks	33
A Novel Non-Volatile Memory Update Mechanism for 6G Edge Computing	33
A Trajectory-Based User Movement Pattern Similarity Measure for User Identification	33
Saturated Distributed Centroid Tracking Control of Cluster Formation and Its Application to VTOL AAVs	33
Seer: Learning-Based $360^{\circ }$ Video Streaming for MEC-Equipped Cellular Networks	33
Many-Objective Deployment Optimization for a Drone-Assisted Camera Network	32
Toward Open-Set Intrusion Detection in VANETs: An Efficient Meta-Recognition Approach	32
Network Growth From Global and Local Influential Nodes	32
UAV Assisted BS Sleep Strategy for Green Communication	32
Graph Matching Between Bipartite and Unipartite Networks: To Collapse, or Not to Collapse, That Is the Question	32
Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation	32
Information Spread Maximization With Multi-Boosting Stages	31
Joint Dynamic Spectrum Allocation for URLLC and eMBB in 6G Networks	31
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers	31
Distributed Stabilization of Signed Networks via Self-loop Compensation	31
ULBRF: A Framework for Maximizing Influence in Dynamic Networks Based on Upper and Lower Bounds of Propagation	31
PCAM: Optimal Pricing Scheme for Rendering Camera-Network-as-a-Service	30
Blockchain-Based Decentralized Cloud Storage With Reliable Deduplication and Storage Balancing	30
ENASFL: A Federated Neural Architecture Search Scheme for Heterogeneous Deep Models in Distributed Edge Computing Systems	30
On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems	30
LSA: Understanding the Threat of Link-based Scapegoating Attack in Network Tomography	30
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering	30

Table of Content	29
Structural Break Detection in Non-Stationary Network Vector Autoregression Models	29
Distributed ADMM With Linear Updates Over Directed Networks	28
Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks	28
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices	28
Joint Service Caching, Resource Allocation and Computation Offloading in Three-Tier Cooperative Mobile Edge Computing System	28
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy	28
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks	28
Distributed Consensus of Multiagent Systems: An Integrated Adaptive Approach	28
Clustering of Diverse Multiplex Networks	28
JABS: A Blockchain Simulator for Researching Consensus Algorithms	28
A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG)	28
Distributed Parameter Estimation under Byzantine Nodes in Sensor Networks	28
Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies	27
Distributed Detection and Mitigation of Biasing Attacks Over Multi-Agent Networks	27
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction	27
Topology Sensing of Non-Collaborative Wireless Networks With Conditional Granger Causality	27
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme	27
Privacy-Preserving Incentive Mechanism Design for Federated Cloud-Edge Learning	27
A Learning-Based Cooperative Navigation Approach for Multi-UAV Systems Under Communication Coverage	27
Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD	27
Kernel Based Dual-Channel Attributed Graph Community Detection	27
A Secure and Efficient Data Sharing Scheme for UAV Networks: Integration of Blockchain and Prospect Theory	27
Distributed Online Mirror Descent With Delayed Subgradient and Event-Triggered Communications	26
Observer-Based Asynchronous Communication and Adaptive Control Protocols With Intermittent Updating and Interaction	26
Intelligent Self-Optimization for Task Offloading in LEO-MEC-Assisted Energy-Harvesting-UAV Systems	26
Motion Behaviour Based Communication Range Estimation of Adversarial Drone Swarms	26
Sampling Subgraph Network With Application to Graph Classification	26
Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning	26
FAST: Adopting Federated Unlearning to Eliminating Malicious Terminals at Server Side	25
HCVC: A High-Capacity Off-Chain Virtual Channel Scheme Based on Bidirectional Locking Mechanism	25
Necessary and Sufficient Conditions on Consensus of General Fractional-Order Multi-Agent Systems Over Directed Networks	25
LISP-MM: Efficient LISP-Based Mobility Management in Software Defined Vehicular Networks	25
ACKS-IA: An Access Control and Key Agreement Scheme for Securing Industry 4.0 Applications	25
An Efficient Differentiated Routing Scheme for MEO/LEO-Based Multi-Layer Satellite Networks	25
GAN-Based Dual Active Learning for Nosocomial Infection Detection	25
A Source Prediction System for Dynamic Networks Based on TDOA Measurements	24
A Game Theory Based Hybrid NOMA for Efficient Resource Optimization in Cognitive Radio Networks	24
Consensus Optimal Filter for Linear Systems Over Amplify-and-Forward Relay Networks: Handling Delayed and Degraded Channels	24
A Unique Framework of Heterogeneous Augmentation Graph Contrastive Learning for Both Node and Graph Classification	23
Hiding in Temporal Networks	23
Distributionally Robust Chance-Constrained Transmission Expansion Planning Using a Distributed Solution Method	23
Table of Contents	23
Towards Easy-to-Monitor Networks: Network Design and Measurement Path Construction	23
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning	23
Degradation Estimation for Distributed Nonlinear Systems: A PDF-Consensus Particle Filtering Method	23
Distributed Secure State Estimation for Cyber-Physical Systems Under False Data Injection Attacks	23
Applicable and Partial Learning of Graph Topology Without Sparsity Priors	23
Connectivity Determination Algorithm for Complex Directed Networks	23
Hypergraph-Based Model for Modeling Multi-Agent Q-Learning Dynamics in Public Goods Games	23
Joint Robust Power Control and Task Scheduling for Vehicular Offloading in Cloud-Assisted MEC Networks	23
Constrained Fuzzy Community Detection by a New Modularity Optimization Framework	23
Dissecting Mining Pools of Bitcoin Network: Measurement, Analysis and Modeling	23
Defense Against Advanced Persistent Threat Through Data Backup and Recovery	23
Neural-Network-Based Filtering for A General Class of Nonlinear Systems under Dynamically Bounded Innovations Over Sensor Networks	22
Deep Reinforcement Learning for Time-Energy Tradeoff Online Offloading in MEC-Enabled Industrial Internet of Things	22
Adaptively Distributed Nash Equilibrium Seeking of Noncooperative Games for Uncertain Heterogeneous Linear Multi-Agent Systems	22
Distributed Adaptive Algorithm for Resource Allocation Problem Over Weight-Unbalanced Graphs	22
Deadline-Aware Task Offloading With Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing	22
Coupling Fear and Contagion for Modeling Epidemic Dynamics	22
UAV-NIDD: A Dynamic Dataset for Cybersecurity and Intrusion Detection in UAV Networks	22
Network Selection Based on Evolutionary Game and Deep Reinforcement Learning in Space-Air-Ground Integrated Network	21
An Energy-Efficient Wireless Blockchain Sharding Scheme for PBFT Consensus	21
Secure P2P Nonfragile Sampled-Data Controller Design for Nonlinear Networked System under Sensor Saturation and DoS Attack	21
Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing	21
Opinion Evolution in Social Networks: Connecting Mean Field Games to Generative Adversarial Nets	21
FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing	21
An Online Algorithm for Optimizing Network Transmission Cost of Federated Learning in the Cloud	21
Event-Based Joint State and Unknown Input Estimation for Energy Networks: Handling Multi-Machine Power Grids	21
A Novel Event-Triggered Consensus Approach for Generic Linear Multi-Agents Under Heterogeneous Sector-Restricted Input Nonlinearities	21
Fully Distributed Observer Design for Mobile Targets	21
A Unified Framework for Differentiated Services in Intelligent Healthcare Systems	21
Channel Attention Image Steganography With Generative Adversarial Networks	21
Enhanced Profit-Driven Optimization for Flexible Server Deployment and Service Placement in Multi-User Mobile Edge Computing Systems	21
Online Context-Aware Task Assignment in Mobile Crowdsourcing via Adaptive Discretization	20
Dynamic SDN-Based Radio Access Network Slicing With Deep Reinforcement Learning for URLLC and eMBB Services	20
NHCE: A Neural High-Order Causal Entropy Algorithm for Disentangling Coupling Dynamics	20
Sparse Bayesian Learning for Sequential Inference of Network Connectivity From Small Data	20
Matrix-Scaled Consensus Over Undirected Networks	20
Optimizing Resource Allocation for Dynamic IoT Requests Using Network Function Virtualization	20
Distributed Estimation for Interconnected Systems With Arbitrary Coupling Structures	20
Spatial-Temporal Data Inference With Graph Attention Neural Networks in Sparse Mobile Crowdsensing	20
Energy-Efficient Federated Learning Through UAV Edge Under Location Uncertainties	20
A Blockchain-Based Proxy Re-Encryption With Equality Test for Vehicular Communication Systems	20
GAXG: A Global and Self-Adaptive Optimal Graph Topology Generation Framework for Explaining Graph Neural Networks	20
ONDS: Optimum Node and Data Selection From Constrained IoT for Efficient Online Learning	20
Competitive Influence Minimization in Multi-Group Social Networks: An Opinion-Based Solution	19
Joint Dynamic Task Offloading and Resource Scheduling for WPT Enabled Space-Air-Ground Power Internet of Things	19
Reputation-Based Reverse Combination Auction Incentive Method to Encourage Vehicles to Participate in the VCS System	19
Emergence of Loops in Spatial Networks With Self-Organized Growth	19
A Load-Balanced and Energy-Efficient Navigation Scheme for UAV-Mounted Mobile Edge Computing	19
Cost-Optimized Crowdsourcing for NLP via Worker Selection and Data Augmentation	19
$L_2$ Gain Secure Control of Cyber-Physical Systems Under Fast Time-Varying Cyber Attacks	19
Prescribed Finite-Time Output Feedback Consensus Tracking for Nonlinear Multi-Agent Systems With Time-Varying Delays	19
Robust $H_{\infty }$ Filtering for Discrete-Time Heterogeneous Networks via Event-Triggered Pinning Control	19