OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network Science and Engineering is 53. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
PPSF: A Privacy-Preserving and Secure Framework Using Blockchain-Based Machine-Learning for IoT-Driven Smart Cities	218
BinDaaS: Blockchain-Based Deep-Learning as-a-Service in Healthcare 4.0 Applications	171
CANintelliIDS: Detecting In-Vehicle Intrusion Attacks on a Controller Area Network Using CNN and Attention-Based GRU	166
ContractWard: Automated Vulnerability Detection Models for Ethereum Smart Contracts	162
Learning in the Air: Secure Federated Learning for UAV-Assisted Crowdsensing	157
Towards Secure and Privacy-Preserving Data Sharing for COVID-19 Medical Records: A Blockchain-Empowered Approach	138
Many-Objective Deployment Optimization for a Drone-Assisted Camera Network	118
BD-VTE: A Novel Baseline Data Based Verifiable Trust Evaluation Scheme for Smart Network Systems	115
Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things	112
B-Ride: Ride Sharing With Privacy-Preservation, Trust and Fair Payment Atop Public Blockchain	109
Privacy Protection of Medical Data Based on Multi-Scroll Memristive Hopfield Neural Network	109
Graph Neural Network-Driven Traffic Forecasting for the Connected Internet of Vehicles	107
VFChain: Enabling Verifiable and Auditable Federated Learning via Blockchain Systems	105
Resource Pricing and Allocation in MEC Enabled Blockchain Systems: An A3C Deep Reinforcement Learning Approach	104
Event-Triggered Adaptive Fault-Tolerant Pinning Control for Cluster Consensus of Heterogeneous Nonlinear Multi-Agent Systems Under Aperiodic DoS Attacks	104
TSMAE: A Novel Anomaly Detection Approach for Internet of Things Time Series Data Using Memory-Augmented Autoencoder	103
Dynamic Digital Twin and Federated Learning With Incentives for Air-Ground Networks	99
Blockchain-Enabled Authentication Handover With Efficient Privacy Protection in SDN-Based 5G Networks	96
Privacy-Aware Cross-Platform Service Recommendation Based on Enhanced Locality-Sensitive Hashing	96
Channel Attention Image Steganography With Generative Adversarial Networks	94
Intelligent Ubiquitous Network Accessibility for Wireless-Powered MEC in UAV-Assisted B5G	93
Design of Blockchain-Based Lightweight V2I Handover Authentication Protocol for VANET	89
A Privacy-Preserving Federated Learning for Multiparty Data Sharing in Social IoTs	85
Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection	84
Homomorphic Encryption-Based Privacy-Preserving Federated Learning in IoT-Enabled Healthcare System	82

Improved Deep Convolutional Neural Network Based Malicious Node Detection and Energy-Efficient Data Transmission in Wireless Sensor Networks	80
Federated Learning Empowered Computation Offloading and Resource Management in 6G-V2X	79
Highly-Accurate Community Detection via Pointwise Mutual Information-Incorporated Symmetric Non-Negative Matrix Factorization	79
An Intelligent Collaboration Trust Interconnections System for Mobile Information Control in Ubiquitous 5G Networks	78
AESMOTE: Adversarial Reinforcement Learning With SMOTE for Anomaly Detection	78
Node Selection Toward Faster Convergence for Federated Learning on Non-IID Data	78
SEDMDroid: An Enhanced Stacking Ensemble Framework for Android Malware Detection	78
Optimal User-Edge Assignment in Hierarchical Federated Learning Based on Statistical Properties and Network Topology Constraints	77
Blockchain-Enabled Accountability Mechanism Against Information Leakage in Vertical Industry Services	77
Deep Learning-Embedded Social Internet of Things for Ambiguity-Aware Social Recommendations	76
Continuous Influence-Based Community Partition for Social Networks	72
FedSteg: A Federated Transfer Learning Framework for Secure Image Steganalysis	70
Periodic-Aware Intelligent Prediction Model for Information Diffusion in Social Networks	70
EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme	65
2D Federated Learning for Personalized Human Activity Recognition in Cyber-Physical-Social Systems	63
Ultimate Boundedness Control for Networked Singularly Perturbed Systems With Deception Attacks: A Markovian Communication Protocol Approach	60
Consortium Blockchain for Secure Resource Sharing in Vehicular Edge Computing: A Contract-Based Approach	60
Distributed Prescribed-Time Interval Bipartite Consensus of Multi-Agent Systems on Directed Graphs: Theory and Experiment	59
Intelligent UAVs Trajectory Optimization From Space-Time for Data Collection in Social Networks	59
Distributed Optimal Economic Environmental Dispatch for Microgrids Over Time-Varying Directed Communication Graph	58
Cost Minimization-Oriented Computation Offloading and Service Caching in Mobile Cloud-Edge Computing: An A3C-Based Approach	57
Security-Aware Virtual Network Embedding Algorithm Based on Reinforcement Learning	57
PSACCF: Prioritized Online Slice Admission Control Considering Fairness in 5G/B5G Networks	56
Intrusion Detection in SCADA Based Power Grids: Recursive Feature Elimination Model With Majority Vote Ensemble Algorithm	55
Memory-Event-Triggered $H_{\infty }$ Load Frequency Control of Multi-Area Power Systems With Cyber-Attacks and Communication Delays	55
Federated Learning Meets Multi-Objective Optimization	55
Communication-Efficient and Cross-Chain Empowered Federated Learning for Artificial Intelligence of Things	54
Computation Efficiency Maximization and QoE-Provisioning in UAV-Enabled MEC Communication Systems	53
Fault-Resilience for Bandwidth Management in Industrial Software-Defined Networks	53