Internet of Things

Article	Citations
E-governance and the European Union: Agenda for implementation	605
Secure and Efficient Lightweight Authentication Protocol (SELAP) for multi-sector IoT applications	501
A Variational Quantum Classifier for predictive analysis in industrial production	318
Key–value data collection with local differential privacy for urban air quality monitoring in crowdsensing	223
Building structural analysis based Internet of Things network assisted earthquake detection	181
Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	164
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	159
IoT convergence with machine learning & blockchain: A review	155
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	143
Federated learning for performance behavior detection in a fog-IoT system	136
A real-time tennis level evaluation and strokes classification system based on the Internet of Things	133
TUI Model for data privacy assessment in IoT networks	128
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	126
Multifactor QoE scores in IoT topologies	118
MDP-based connectivity and availability models for Internet of Vehicles	118
A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	114
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	113
DIDAuth-IoTFW: Decentralized firmware authentication for smart home IoT devices using verifiable credentials	112
A comprehensive review of IoT device fingerprinting: Insights into techniques, trends, challenges, and future directions	110
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	105
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	104
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	102
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	101
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	100
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	97

A semantic communication model for the task of high quality image transmission to edge-end devices	96
Detecting vulnerabilities in IoT firmware via keyword identification and path optimization	92
Securing IoT devices: A novel approach using blockchain and quantum cryptography	89
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	89
IoT-based supply chain management: A systematic literature review	87
Dfinder—An efficient differencing algorithm for incremental programming of constrained IoT devices	85
Novel deep learning-based IoT network attack detection using magnet loss optimization	85
Enhancing real-time intrusion detection and secure key distribution using multi-model machine learning approach for mitigating confidentiality threats	84
EVACUSCAPE: Internet of Things-enabled emergency evacuation based on matching theory	84
SkinSense: Efficient vibration-based communications over human body using motion sensors	82
CONCERN: A model-based monitoring infrastructure	82
Capability token selection algorithms to implement lightweight protocols	81
Anomaly-based Intrusion Detection System for smart lighting	81
Outlier detection in non-stationary time series applied to sewer network monitoring	80
Deep learning-based transceiver design for multi-user MIMO systems	79
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers	77
A cellular learning automata-based approach for self-protection and coverage problem in the Internet of Things	75
Tiny keys hold big secrets: On efficiency of Pairing-Based Cryptography in IoT	74
Efficient unmanned aerial vehicle-based data collection for IoT smart farming	74
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology	74
An energy-focused model for batteryless IoT: Vortex wireless power transfer and fog computing in 6 G networks	72
Factories of the future in industry 5.0—Softwarization, Servitization, and Industrialization	70
Acheron: a market-based multi-relay architecture for adaptive and secure cross-chain communication	69
IoT-enabled coordination for recommerce circular supply chain in the industry 4.0 era	67
An IoT-enabled omnidirectional mobile system for home-based rehabilitation of upper and lower limbs	67
Big data and Internet of Things applications in smart cities: Recent advances, challenges, and critical issues	67
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train	66
Fast and low cost FPGA-based architecture for arrhythmia detection with CNN	65
A formal approach to specify and verify Internet of Things architecture	64
Lightweight multi-hop routing protocol for resource optimisation in edge computing networks	64
A secured blockchain method for multivariate industrial IoT-oriented infrastructure based on deep residual squeeze and excitation network with single candidate optimizer	63
STREAMLINE: Dynamic and Resource-Efficient Auto-Tuning of Stream Processing Data Pipeline Ensembles	63
Microservices based architectures for IoT systems - State-of-the-art review	62
Real-Time Scalable UAV Condition Monitoring Framework with Hardware-Level Acceleration for IoT Applications	61
A flexible Compilation-as-a-Service and Remote-Programming-as-a-Service platform for IoT devices	60
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	60
Autonomous driving test system under hybrid reality: The role of digital twin technology	60
CPPA-RORS: A conditional privacy-preserving authentication scheme based on revocable one-time ring signature for VANETs	59
Two-stage Stackelberg game based physical reality sensing incentive mechanism in metaverse	59
Formal verification and security analysis of FastDFS using process algebra	58
Semantic-driven dimension reduction for wireless internet of things	57
A comprehensive soft security model for Cognitive Internet of Things	56
Joint mode selection and resource allocation based on many-to-many reuse in D2D-aided IoT cellular networks	56
In-vehicle edge system for real-time dashcam video analysis	56
A GCN-LSTM framework for link prediction in dynamic SIoT networks	56
FedCLLM: Federated client selection assisted large language model utilizing domain description	55
Security and privacy solutions in intelligent transportation systems: A survey	55
CONTEXT-NET: A context-aware nexus-based aggregation protocol for opportunistic networks	53
An efficient authentication and key agreement scheme for security-aware unmanned aerial vehicles assisted data harvesting in Internet of Things	53
Memory-efficient and robust detection of Mirai botnet for future 6G-enabled IoT networks	53

Enabling edge-driven Dataspace integration through convergence of distributed technologies	52
Blockchain-enabled secure and efficient task allocation for IoT networks using enhanced fuzzy reptile search algorithm	52
Improving quality of service for Internet of Things(IoT) in real life application: A novel adaptation based Hybrid Evolutionary Algorithm	52
An empirical investigation into the enhancement of decision-making capabilities in corporate sustainability leadership through Internet of Things (IoT) integration	52
Greening smart learning environments with Artificial Intelligence of Things	52
6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions	50
Digital Twins in Additive Manufacturing: A systematic review	50
IoT-powered personalization: creating the optimal shopping experience in digital twin VFRs	49
Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing	49
Bluetooth low energy indoor positioning: A fingerprinting neural network approach	48
Joint wireless resource allocation and bitrate adaptation for QoE improvement in IRS-aided RSMA-enabled IoMT streaming systems	48
Farmland monitoring and livestock management based on internet of things	47
A systematic approach for threat and vulnerability analysis of unmanned aerial vehicles	47
ACS: Accuracy-based client selection mechanism for federated industrial IoT	47
Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids	47
Edge deduplication for LoRaWAN using network coding	47
nCare: Fault-aware edge intelligence for rendering viable sensor nodes	46
Corrigendum to ’A ZigBee intrusion detection system for IoT using secure and efficient data collection’ Internet of Things, Volume 12, December 2020, 100,306	46
“Hey Alexa, what do you know about the COVID-19 vaccine?”— (Mis)perceptions of mass immunization and voice assistants	45
MTAN: Multi-degree Tail-aware Attention Network for human motion prediction	45
ZFort: A scalable zero-trust approach for trust management and traffic engineering in SDN based IoTs	45
Concept-drift-adaptive anomaly detector for marine sensor data streams	44
D4GW: DTLS for gateway multiplexed application to secure MQTT(SN)-based pub/sub architecture	43
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	43
A review of digital object architecture and handle system: Development, current applications and prospective	43
Real-time Mixed Reality (MR) and Artificial Intelligence (AI) object recognition integration for digital twin in Industry 4.0	42
Deep Image: A precious image based deep learning method for online malware detection in IoT environment	42
Latency performance modelling in hyperledger fabric blockchain: Challenges and directions with an IoT perspective	42
Image-based malware analysis for enhanced IoT security in smart cities	41
Routing protocols in Vehicular Adhoc Networks (VANETs): A comprehensive survey	41
Joint uplink-downlink user-cell association for ultra-dense NOMA networks	40
Intent-based approaches for industry 4.0 applications: A systematic mapping study	39
A novel real-time data driven method for floating vehicle speed trend prediction	39
FogScheduler: A resource optimization framework for energy-efficient computing in fog environments	39
Proactive blockchain deployment mechanism in resource-constrained rate-splitting multiple access IoT networks	39
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ	38
iRestroom : A smart restroom cyberinfrastructure for elderly people	38
SHM-NDN: A seamless hybrid mobility management scheme for named data mobile ad hoc networks	38
Enhancing security through continuous biometric authentication using wearable sensors	38
A multi-type artifact framework for cyber–physical, social systems design and development	38
Improved YOLO-v5 model for boosting face mask recognition accuracy on heterogeneous IoT computing platforms	37
AIoT for sustainable manufacturing: Overview, challenges, and opportunities	37
Quantum cryptography as a solution for secure Wireless Sensor Networks: Roadmap, challenges and solutions	37
Commonsense reasoning and automatic generation of IoT contextual knowledge: An Answer Set Programming approach	37
Fast ML-based next-word prediction for hybrid languages	37
i-DSME: An industrial-DSME MAC protocol for smart factory automation	37
Translating and verifying Cyber–Physical systems with shared-variable concurrency in SpaceEx	37
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things	36
Programming IoT systems: A focused conceptual framework and survey of approaches	36
Optimized K-means routing protocol with black-winged kite algorithm for sustainable 5G/6G sensor networks	35
System-wide IoT design and programming: Patterns for decentralised collective processes	35
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	35
A deep learning model for natural language querying in Cyber–Physical Systems	35
DeepVitals: Deep neural and IoT based vitals monitoring in smart teleconsultation system	35
Planning and resource allocation of a hybrid IoT network using artificial intelligence	35
MicroFlow: An Efficient Rust-Based Inference Engine for TinyML	34
Two level blockchain-based privacy preservation framework in IoT with heuristic fusion mechanism-aided deep learning architecture	33
A privacy-preserving distributed energy management framework based on vertical federated learning-based smart data cleaning for smart home electricity data	33
Implementation of multiple controllers for context-inspired collaboration between human and robot by integrating the uni-axial motion and real-time operating system	33
EdgeBus: Co-Simulation based resource management for heterogeneous mobile edge computing environments	33
Intelligent digital twin for federated learning in AIoT networks	33
Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color	32
An optimized CNN-based intrusion detection system for reducing risks in smart farming	32
Evaluating computing performance of deep neural network models with different backbones on IoT-based edge and cloud platforms	32
An intelligent fuzzy-based system for handover decision in 5G-IoT networks considering network slicing and SDN technologies	32
Federated learning vulnerabilities, threats and defenses: A systematic review and future directions	32
Zero-knowledge machine learning models for blockchain peer-to-peer energy trading	32
Intelligent service placement algorithm based on DDQN and prioritized experience replay in IoT-Fog computing environment	31
Federated learning with hyperparameter-based clustering for electrical load forecasting	31
Predicting container intermodal transport arrival times: An approach based on IoT data	31
High-performance IoT Module for real-time control and self-diagnose PV panels under working daylight and dark electroluminescence conditions	31
Memory feedback transformer based intrusion detection system for IoMT healthcare networks	31
Over-the-air firmware update for IoT devices on the wild	31
MULTI-BLOCK: A novel ML-based intrusion detection framework for SDN-enabled IoT networks using new pyramidal structure	31
IoT-based system for individual dairy cow feeding behavior monitoring using cow face recognition and edge computing	31
AMI-Chain: A scalable power-metering blockchain with IPFS storage for smart cities	31
Performance analysis of entropy variation-based detection of DDoS attacks in IoT	30
A novel machine learning pipeline to detect malicious anomalies for the Internet of Things	30
BTIA-IME: A blockchain-based trusted interactive architecture for intelligent manufacturing equipment	30
An open testbed for O-RAN experimentation with AI-enabled control and monitoring	30

The Three-Phase Methodology for IoT Project Development	30
An efficient methodology to composite fault detection and classification in wireless biosensor networks	30
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	30
WMPA-ConvBERT-BM: A hybrid deep learning model optimized by whale-marine predator algorithm for IoT-enabled malicious URL detection	29
IoVT-based efficient solution for optimal active smart camera selection in a tracking mission	29
Enhancing lightweight authenticated key agreement with privacy protection using dynamic identities for Internet of Drones	29
Joint coded caching and BS sleeping strategy to reduce energy consumption in 6G edge networks	29
Enhancing IoT security through emotion recognition and blockchain-driven intrusion prevention	29
Exploring the applicability of haptic actuators in aquatic environments	29
iPASecIoT: An intelligent pipeline for automatic and adaptive feature extraction for secure IoT device identification and intrusion detection	28
Enhancing privacy and security in smart healthcare: A blockchain-powered decentralized data dissemination scheme	28
Optimizing IoT architectures by using model driven approach and evolution strategy	28
A Digital Twin (DT) approach to Narrow-Band Internet of Things (NB-IoT) wireless communication optimization in an industrial scenario	28
A fine-grained framework for online IoT device firmware identification via version evolution analysis	28
IoT-based expert system for fault detection in Japanese Plum leaf-turgor pressure WSN	28
The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles	28
A robust IoT architecture for smart inverters in microgrids using hybrid deep learning and signal processing against adversarial attacks	27
Optimizing parameters of YOLO model through uniform experimental design for gripping tasks performed by an internet of things–based robotic arm	27
MIMA 2.0 - Compact and portable Multifunctional IoT integrated Menstrual Aid	27
Multi-residual tensor completion for spatiotemporal data imputation	26
CRYSTALS-Dilithium post-quantum cyber-secure SoC for wired communications in critical systems	26
AIoT-enabled defect detection with minimal data: A few-shot learning approach combining prototypical and relational networks for smart manufacturing	26
Advanced security frameworks for UAV and IoT: A deep learning approach	26
Reconfigurable intelligent surfaces for enhanced localisation: Advancing performance with KAN-based deep learning models	26
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	26
Digital twin-driven semantic offloading for LEO-MEC-enabled remote IoT networks	26
The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles	26
XBiDeep: A novel explainable artificial intelligence based intrusion detection system for Internet of Medical Things environment	26
Robotic Arms for Telemedicine System Using Smart Sensors and Ultrasound Robots	26
Business continuity of Cloud-based IoT applications through a seamless continuum	26
Revocation in attribute-based encryption for fog-enabled internet of things: A systematic survey	25
M2VT-IDS: A multi-task multi-view learning architecture for designing IoT intrusion detection system	25
Missing data recovery based on temporal smoothness and time-varying similarity for wireless sensor network	25
A feedback-driven brain organoid platform enables automated maintenance and high-resolution neural activity monitoring	25
H-TERF: A hybrid approach combining fuzzy multi-criteria decision-making techniques and enhanced random forest to improve WBAN-IoT	25
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing	25
PRS-HDMC: An online participant recruitment scheme for vehicular crowdsensing-enabled HD map collection	25
On the integration of Self-Sovereign Identity with TLS 1.3 handshake to build trust in IoT systems	25
A framework for enhancing cyber incident response with Security-Enhancing Digital Twins in Cyber–Physical Systems	25
Forecasting energy power consumption using federated learning in edge computing devices	25
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	25
Dynamic cooperation and mutual feedback network for shield machine	25
FTL-TSLP: A federated transfer learning approach with a two-stage LSTM pipeline for fault-tolerant and privacy-preserving intrusion detection in IoMT networks	24
A comparison of code quality metrics and best practices in non-IoT and IoT systems	24
Collaboration of AI, big data, and blockchain in Internet of Things (IoT): Emerging trends and perspectives	24
A network communication speedup model using multiple fungible and non-fungible paths	24
Enhancing AI transparency in IoT intrusion detection using explainable AI techniques	24
QoS maximization scheduling of multiple UAV base stations in 3D environment	24
The robust scheme for intrusion detection system in Internet of Things	24
Distributed inference in IoT-based aerial network of UAVs	24
Low complexity channel tracking algorithms for coordinated and uncoordinated pilot access over high-rate internet of things	24
Fog Node Self-Control Middleware: Enhancing context awareness towards autonomous decision making in Fog Colonies	23
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	23
IoT-based monitoring and control for optimized plant growth in smart greenhouses using soil and hydroponic systems	23
A Decentralized Trust Establishment Protocol for Smart IoT Systems	23
A survey on security and cryptographic perspective of Industrial-Internet-of-Things	23
Application of navigation grid corner point algorithm in virtual reality simulation images of indoor fire evacuation	23
Automatic software tailoring for Green Internet of Things	23
Location-based activity behavior deviation detection for nursing home using IoT devices	23
Communication and computation efficiency in Federated Learning: A survey	22
Exploring machine learning methods for the identification of production cycles and anomaly detection	22
A survey on security in internet of things with a focus on the impact of emerging technologies	22
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	22
Reassessing caching performance in information-centric IoT	22
A new road state information platform based on crowed sensing on challenged network environments	22
Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms	22
Minimizing energy consumption in 802.15.4 IoT devices with multilevel xRPL (MxRPL)	22
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	22
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	21
The computing continuum: From IoT to the cloud	21
Blockchain-enabled road vehicle emissions monitoring: A secure, scalable and private framework	21
IoT data dissemination scheme for reducing delay in multi-broker environments	21
AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges	21
Adaptive multi-view subspace learning based on distributed optimization	21
Reliable PID dual-rate controller based on LoRaWAN for long-range distributed systems	21
IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum	21
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	21
A novel fragment duplication attacker identification scheme using Discrete Event System based intrusion detection	21
Dynamic transmission adaptation algorithms for battery-free LoRaWAN networks	21
OpenAPI framework for the Web of Things	20
An approach to assess robustness of MQTT-based IoT systems	20
Matter and ECHONET Lite: Similarities, differences, and a bridge solution for interoperability	20
Collective intelligence-based service migration enabling zoom-in functionality within industry 5.0	20
Resilience of healthy cities in the post-pandemic era: Findings based on internet of things data and artificial intelligence algorithms	20
ABS-TD3: Efficient IoT data submission in DAG-based DLTs for digital circular economy	20
The internet of modular robotic things: Issues, limitations, challenges, & solutions	20
A fault tolerance aware green IoT workflow scheduling algorithm for multi-dimensional resource utilization in sustainable cloud computing	20
Combinative model compression approach for enhancing 1D CNN efficiency for EIT-based Hand Gesture Recognition on IoT edge devices	20
Characterizing time-critical internet of things	20
Lightweight face recognition-based portable attendance system with liveness detection	20
Bluetooth 5 power consumption for an opportunistic edge computing system based on low-power IoT devices	20
Secure IoT-enabled sharing of digital medical records: An integrated approach with reversible data hiding, symmetric cryptosystem, and IPFS	19
Algorithm for child adoption process using artificial intelligence and monitoring system for children	19
Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture	19
Vortex Feature Positioning: Bridging tabular IIoT data and image-based deep learning	19