OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on Internet Technology is 4. 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 2022-08-01 to 2026-08-01.)

Article	Citations
SSWMNet: Solving the Speech Separation Problem While the Target is Wearing a Mask	116
IoT Firmware Version Identification Using Transfer Learning with Twin Neural Networks	95
Enabling Short-Term Energy Flexibility Markets Through Blockchain	92
Analysis of the Behavior of Ethereum Accounts During an Economic Impact Event	84
Masquerade: Verifiable Multi-Party Aggregation with Secure Multiplicative Commitments	71
Selective Federated IDS Framework with Adaptation for Large-scale Segmented Industrial Networks	62
Detection of Trust Information Tampering in IoT Service Environments	59
L2DART: A Trust Management System Integrating Blockchain and Off-Chain Computation	57
Fog Computing Platforms for Smart City Applications: A Survey	57
Dynamic and Immersive Framework for Drone Delivery Services in Skyway Networks	52
Optimizing Effectiveness and Defense of Drone Surveillance Missions via Honey Drones	41
SDN-enabled Resource Provisioning Framework for Geo-Distributed Streaming Analytics	41
An ECC Based Secure Authentication Protocol Ensuring Privacy in the Industrial IOT	37
Budget Inference Attacks and Countermeasures in Locally Differentially Private Data Collection	33
VoiceTalk: Multimedia-IoT Applications for Mixing Mandarin, Taiwanese, and English	30
An End-to-end Trust Management Framework for Crowdsourced IoT Services	28
CAPilot: A High-Performance and High-Reliability Communication Middleware for Autonomous Driving	27
Reaching for the Sky: Maximizing Deep Learning Inference Throughput on Edge Devices with AI Multi-Tenancy	26
The Tip of the Buyer: Extracting Product Tips from Reviews	25
Malicious Participants and Fake Task Detection Incorporating Gaussian Bias	24
LNNIDS: A Hybrid Liquid Neural Network based IDS for Known and Unknown IoT Attacks	24
Movie Account Recommendation on Instagram	23
Interpersonal Communication Interconnection in Media Convergence Metaverse	23
UNION: Fault-tolerant Cooperative Computing in Opportunistic Mobile Edge Cloud	22
Communication-Efficient Federated Learning for Heterogeneous Clients	21

Guest Editors’ Introduction for Special Issue on Applications of Computational Linguistics in Multimedia IoT Services	19
ML-Based Identification of Neuromuscular Disorder Using EMG Signals for Emotional Health Application	19
A Blockchain-based Decentralized Low-carbon Electric Vehicle Charging System	18
Seek and You Shall SOC: Blending Human Expertise with Multimodal Generative AI for Scalable Threat Prevention	18
Tuneman: Customizing Networks to Guarantee Application Bandwidth and Latency	18
Facilitating Serverless Match-based Online Games with Novel Blockchain Technologies	18
Editorial	18
Identifying Concealed Channels in Internet Streaming Media Communication	18
Unsupervised Learning and Process Analysis for Sensor Data Validation in the IIoT	17
Achieving Resilient and Self-Adaptive Topology Configuration in 3D UAV Networks	17
DisguisedNets: Secure Image Outsourcing for Confidential Model Training in Clouds	17
D-RecSys: A Decentralized Recommendation Framework for Web 3.0-Based Content-Sharing Platforms	16
Digital Twin of Intelligent Small Surface Defect Detection with Cyber-manufacturing Systems	16
BACKM-EHA: A Novel Blockchain-enabled Security Solution for IoMT-based E-healthcare Applications	16
We Really Need the Help of AI: A Case Study of AI Adoption in Cybersecurity	16
Federated Learning-based Information Leakage Risk Detection for Secure Medical Internet of Things	15
Enhancing Alexa Skill Testing Through Improved Utterance Discovery	15
Atrial Fibrillation Detection from Compressed ECG Measurements for Wireless Body Sensor Network	14
Modeling Inter-drone Interference as a Service in Skyway Networks	14
DxHash: A Memory-saving Consistent Hashing Algorithm	13
Optimizing WebAssembly Bytecode for IoT Devices Using Deep Reinforcement Learning	13
Governance of Autonomous Agents on the Web: Challenges and Opportunities	13
EtherShield: Time-interval Analysis for Detection of Malicious Behavior on Ethereum	13
Elastically Augmenting the Control-path Throughput in SDN to Deal with Internet DDoS Attacks	13
A Privacy-preserving Edge-cloud Video Analytics System via Policy-based Frame Transformation	12
Tripartite Transmitting Methodology for Intermittently Connected Mobile Network (ICMN)	12
Quantum-safe Federated Learning Framework for Cyber Threat Detection in 5G-enabled IoT Ecosystems	12
Dynamic Personalized POI Sequence Recommendation with Fine-Grained Contexts	12
Conco-ERNIE: Complex User Intent Detect Model for Smart Healthcare Cognitive Bot	11
Emerging Trends of ICT in Airborne Disease Prevention	11
Resilient Distributed Constraint Reasoning to Autonomously Configure and Adapt IoT Environments	11
A Rumor Propagation Prediction Based on Multi-dimensional User Characteristics	11
Safeguarding User-Centric Privacy in Smart Homes	11
Token-Based Authorization and Authentication for Secure Internet of Vehicles Communication	11
SLO-aware Prioritization of Orchestration Times for Containerized Services	10
Wielding Blockchain Transactions for Capture-Replay Testing of Upgradeable Smart Contracts	10
Using Deep Learning Models to Detect Fake News about COVID-19	10
Tyche: Probabilistic Selection over Encrypted Data for Generative Language Models	10
LSDN Empowers the Metaverse Communication to Achieve High-Resolution Visuals with Lower Bandwidth	10
SAM: Multi-turn Response Selection Based on Semantic Awareness Matching	10
Network-level Side-channel Attacks in the Lightning Network	10
A Novel Cross-Domain Recommendation with Evolution Learning	10
AI-assisted Blockchain-enabled Smart and Secure E-prescription Management Framework	9
Improving Financial Statement Fraud Detection: A Large Language Model Processing Approach	9
Cost-Optimized Periodic DAG-Structured Task Offloading in Multi-User MEC Systems Using Reinforcement Learning	9
A Unified Framework for Human–AI Collaboration in Security Operations Centers with Trusted Autonomy	9
Integrated User Scheduling and Beam Steering in Over-the-Air Federated Learning for Mobile IoT	9
CARES: Context-Aware Trust Estimation for Realtime Crowdsensing Services in Vehicular Edge Networks	9
Signature-based IaaS Performance Change Detection	9
EdgeCI: Distributed Workload Assignment and Model Partitioning for CNN Inference on Edge Clusters	9

Unpaired Self-supervised Learning for Industrial Cyber-Manufacturing Spectrum Blind Deconvolution	9
Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation	8
BlockEdge: A Hybrid Blockchain Framework for Secure and Efficient Collaboration in EEC Environments	8
Distributed Computation Offloading and Power Control for UAV-Enabled Internet of Medical Things	8
Knowledge Graph Construction with a Façade : A Unified Method to Access Heterogeneous Data Sources on the Web	8
Assessing and Mitigating Heterogeneity-Driven Security Threats in the Cloud	8
Predicting Diabetes with Federated Learning: A Digital Twin and Medical Fog-based IoT Framework	8
Introduction to the Special Section on Edge Computing AI-IoT Integrated Energy Efficient Intelligent Transportation System for Smart Cities	8
Optimizing Geo-Distributed Data Processing with Resource Heterogeneity over the Internet	7
A Reputation-based Framework for Honest Provenance Reporting	7
Exploring the Potential of Cyber Manufacturing System in the Digital Age	7
Real-time Pricing-based Resource Allocation in Open Market Environments	7
A Blockchain-Based Access Control Scheme for Zero Trust Cross-Organizational Data Sharing	7
Conditional Identity Privacy-preserving Authentication Scheme Based on Cooperation of Multiple Fog Servers under Fog Computing-based IoVs	7
A Constraint-Based Approach to Optimise QoS- and Energy-Aware Cloud-Edge Application Deployments	7
Cloud-edge Collaboration for Robust Network Embeddings	6
Incentivizing Cooperation for Handover Strategies in LEO Constellations via Fairness-guided MARL	6
Poisoning-Resilient Federated Learning for MEC-IoT Environments Using Blockchain	6
RESP: A Recursive Clustering Approach for Edge Server Placement in Mobile Edge Computing	5
Optimization-Based Predictive Congestion Control for the Tor Network: Opportunities and Challenges	5
Decentralized and Adaptive Internet of Vehicles: A Blockchain-Based Approach	5
SDN-enabled Quantized LQR for Smart Traffic Light Controller to Optimize Congestion	5
A Network Calculus Model for SFC Realization and Traffic Bounds Estimation in Data Centers	5
Privacy-Aware Traffic Flow Prediction Based on Multi-Party Sensor Data with Zero Trust in Smart City	5
HeLoRA: LoRA-heterogeneous Federated Fine-tuning for Foundation Models	5
An Intent-driven DaaS Management Framework to Enhance User Quality of Experience	5
Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?	5
Market Manipulation of Cryptocurrencies: Evidence from Social Media and Transaction Data	4
Open Set Dandelion Network for IoT Intrusion Detection	4
MWPoW+: A Strong Consensus Protocol for Intra-Shard Consensus in Blockchain Sharding	4
Navigating the Metaverse: A Comprehensive Analysis of Consumer Electronics Prospects and Challenges	4
Breaking CaptchaStar Using the BASECASS Methodology	4
FedGK: Communication-Efficient Federated Learning through Group-Guided Knowledge Distillation	4
Introduction to the Special Section on Recent Advances in Networks and Distributed Systems	4
Accurate Bandwidth and Delay Prediction for 5G Cellular Networks	4
A Novel Approach to Enhance the End-to-End Quality of Service for Avionic Wireless Sensor Networks	4
Cyber Threat Intelligence Based Resource Allocation Model for IoE-Edge	4
Collaborative Hotspot Data Collection with Drones and 5G Edge Computing in Smart City	4
PokéLLMon: A Grounding and Reasoning Benchmark for Large Language Models in Pokémon Battles	4
A Highly Compatible Verification Framework with Minimal Upgrades to Secure an Existing Edge Network	4
Relieving Overexposure in Information Diffusion Through a Budget Multi-stage Allocation	4
A Highly Stable Fusion Positioning System of Smartphone under NLoS Acoustic Indoor Environment	4
A Multi-type Classifier Ensemble for Detecting Fake Reviews Through Textual-based Feature Extraction	4
DeepSDN: Deep Learning Based Software Defined Network Model for Cyberthreat Detection in IoT Network	4