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 2022-05-01 to 2026-05-01.)

Article	Citations
IoT Firmware Version Identification Using Transfer Learning with Twin Neural Networks	106
SSWMNet: Solving the Speech Separation Problem While the Target is Wearing a Mask	91
Analysis of the Behavior of Ethereum Accounts During an Economic Impact Event	85
Fog Computing Platforms for Smart City Applications: A Survey	82
Masquerade: Verifiable Multi-Party Aggregation with Secure Multiplicative Commitments	64
Enabling Short-Term Energy Flexibility Markets Through Blockchain	62
Selective Federated IDS Framework with Adaptation for Large-scale Segmented Industrial Networks	57
Detection of Trust Information Tampering in IoT Service Environments	55
L2DART: A Trust Management System Integrating Blockchain and Off-Chain Computation	51
Budget Inference Attacks and Countermeasures in Locally Differentially Private Data Collection	41
An ECC Based Secure Authentication Protocol Ensuring Privacy in the Industrial IOT	39
SDN-enabled Resource Provisioning Framework for Geo-Distributed Streaming Analytics	37
Reaching for the Sky: Maximizing Deep Learning Inference Throughput on Edge Devices with AI Multi-Tenancy	31
Optimizing Effectiveness and Defense of Drone Surveillance Missions via Honey Drones	29
VoiceTalk: Multimedia-IoT Applications for Mixing Mandarin, Taiwanese, and English	27
CAPilot: A High-Performance and High-Reliability Communication Middleware for Autonomous Driving	26
Dynamic and Immersive Framework for Drone Delivery Services in Skyway Networks	25
An End-to-end Trust Management Framework for Crowdsourced IoT Services	25
The Tip of the Buyer: Extracting Product Tips from Reviews	23
UNION: Fault-tolerant Cooperative Computing in Opportunistic Mobile Edge Cloud	22
LNNIDS: A Hybrid Liquid Neural Network based IDS for Known and Unknown IoT Attacks	22
Interpersonal Communication Interconnection in Media Convergence Metaverse	21
Malicious Participants and Fake Task Detection Incorporating Gaussian Bias	21
Movie Account Recommendation on Instagram	18
Communication-Efficient Federated Learning for Heterogeneous Clients	18

Guest Editors’ Introduction for Special Issue on Applications of Computational Linguistics in Multimedia IoT Services	17
Optimal Energy-Centric Resource Allocation and Offloading Scheme for Green Internet of Things Using Machine Learning	17
ML-Based Identification of Neuromuscular Disorder Using EMG Signals for Emotional Health Application	17
Tuneman: Customizing Networks to Guarantee Application Bandwidth and Latency	17
Editorial	17
Identifying Concealed Channels in Internet Streaming Media Communication	16
A Blockchain-based Decentralized Low-carbon Electric Vehicle Charging System	16
Enhancing Alexa Skill Testing Through Improved Utterance Discovery	16
Facilitating Serverless Match-based Online Games with Novel Blockchain Technologies	16
Unsupervised Learning and Process Analysis for Sensor Data Validation in the IIoT	15
Federated Learning-based Information Leakage Risk Detection for Secure Medical Internet of Things	15
Achieving Resilient and Self-Adaptive Topology Configuration in 3D UAV Networks	15
DisguisedNets: Secure Image Outsourcing for Confidential Model Training in Clouds	15
D-RecSys: A Decentralized Recommendation Framework for Web 3.0-Based Content-Sharing Platforms	15
We Really Need the Help of AI: A Case Study of AI Adoption in Cybersecurity	14
Seek and You Shall SOC: Blending Human Expertise with Multimodal Generative AI for Scalable Threat Prevention	14
Digital Twin of Intelligent Small Surface Defect Detection with Cyber-manufacturing Systems	13
Optimizing WebAssembly Bytecode for IoT Devices Using Deep Reinforcement Learning	12
Governance of Autonomous Agents on the Web: Challenges and Opportunities	12
BACKM-EHA: A Novel Blockchain-enabled Security Solution for IoMT-based E-healthcare Applications	12
Modeling Inter-drone Interference as a Service in Skyway Networks	12
Elastically Augmenting the Control-path Throughput in SDN to Deal with Internet DDoS Attacks	11
EtherShield: Time-interval Analysis for Detection of Malicious Behavior on Ethereum	11
Atrial Fibrillation Detection from Compressed ECG Measurements for Wireless Body Sensor Network	11
Tripartite Transmitting Methodology for Intermittently Connected Mobile Network (ICMN)	11
DxHash: A Memory-saving Consistent Hashing Algorithm	11
Dynamic Personalized POI Sequence Recommendation with Fine-Grained Contexts	10
Token-Based Authorization and Authentication for Secure Internet of Vehicles Communication	10
Safeguarding User-Centric Privacy in Smart Homes	10
Emerging Trends of ICT in Airborne Disease Prevention	10
Conco-ERNIE: Complex User Intent Detect Model for Smart Healthcare Cognitive Bot	10
A Novel Cross-Domain Recommendation with Evolution Learning	10
Quantum-safe Federated Learning Framework for Cyber Threat Detection in 5G-enabled IoT Ecosystems	10
Resilient Distributed Constraint Reasoning to Autonomously Configure and Adapt IoT Environments	10
SAM: Multi-turn Response Selection Based on Semantic Awareness Matching	10
Wielding Blockchain Transactions for Capture-Replay Testing of Upgradeable Smart Contracts	9
A Rumor Propagation Prediction Based on Multi-dimensional User Characteristics	9
SLO-aware Prioritization of Orchestration Times for Containerized Services	9
LSDN Empowers the Metaverse Communication to Achieve High-Resolution Visuals with Lower Bandwidth	9
Using Deep Learning Models to Detect Fake News about COVID-19	9
Tyche: Probabilistic Selection over Encrypted Data for Generative Language Models	9
AI-assisted Blockchain-enabled Smart and Secure E-prescription Management Framework	9
Unpaired Self-supervised Learning for Industrial Cyber-Manufacturing Spectrum Blind Deconvolution	8
Cost-Optimized Periodic DAG-Structured Task Offloading in Multi-User MEC Systems Using Reinforcement Learning	8
Improving Financial Statement Fraud Detection: A Large Language Model Processing Approach	8
Signature-based IaaS Performance Change Detection	8
Network-level Side-channel Attacks in the Lightning Network	8
Introduction to the Special Section on Edge Computing AI-IoT Integrated Energy Efficient Intelligent Transportation System for Smart Cities	8
EdgeCI: Distributed Workload Assignment and Model Partitioning for CNN Inference on Edge Clusters	8
CARES: Context-Aware Trust Estimation for Realtime Crowdsensing Services in Vehicular Edge Networks	8

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