Internet of Things

Article	Citations
A semantic communication model for the task of high quality image transmission to edge-end devices	588
E-governance and the European Union: Agenda for implementation	497
A comprehensive review of IoT device fingerprinting: Insights into techniques, trends, challenges, and future directions	308
DIDAuth-IoTFW: Decentralized firmware authentication for smart home IoT devices using verifiable credentials	241
Federated learning for performance behavior detection in a fog-IoT system	206
MDP-based connectivity and availability models for Internet of Vehicles	177
A Variational Quantum Classifier for predictive analysis in industrial production	162
Key–value data collection with local differential privacy for urban air quality monitoring in crowdsensing	155
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	147
IoT convergence with machine learning & blockchain: A review	138
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	130
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	126
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	122
Secure and Efficient Lightweight Authentication Protocol (SELAP) for multi-sector IoT applications	118
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	117
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	114
A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	113
Proactive trust classification for detection of replication attacks in 6LoWPAN-based IoT	109
A real-time tennis level evaluation and strokes classification system based on the Internet of Things	109
Dfinder—An efficient differencing algorithm for incremental programming of constrained IoT devices	108
TUI Model for data privacy assessment in IoT networks	108
Multifactor QoE scores in IoT topologies	106
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	100
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	99
Detecting vulnerabilities in IoT firmware via keyword identification and path optimization	95

Building structural analysis based Internet of Things network assisted earthquake detection	94
Securing IoT devices: A novel approach using blockchain and quantum cryptography	93
Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	93
IoT-based supply chain management: A systematic literature review	90
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	89
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	86
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	86
Enhancing real-time intrusion detection and secure key distribution using multi-model machine learning approach for mitigating confidentiality threats	83
Novel deep learning-based IoT network attack detection using magnet loss optimization	83
EVACUSCAPE: Internet of Things-enabled emergency evacuation based on matching theory	81
Two-stage Stackelberg game based physical reality sensing incentive mechanism in metaverse	81
CONCERN: A model-based monitoring infrastructure	80
An energy-focused model for batteryless IoT: Vortex wireless power transfer and fog computing in 6 G networks	80
SkinSense: Efficient vibration-based communications over human body using motion sensors	79
Anomaly-based Intrusion Detection System for smart lighting	78
Big data and Internet of Things applications in smart cities: Recent advances, challenges, and critical issues	76
An IoT-enabled omnidirectional mobile system for home-based rehabilitation of upper and lower limbs	75
Deep learning-based transceiver design for multi-user MIMO systems	73
IoT-enabled coordination for recommerce circular supply chain in the industry 4.0 era	73
Outlier detection in non-stationary time series applied to sewer network monitoring	73
Capability token selection algorithms to implement lightweight protocols	73
A flexible Compilation-as-a-Service and Remote-Programming-as-a-Service platform for IoT devices	73
A cellular learning automata-based approach for self-protection and coverage problem in the Internet of Things	71
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers	71
A formal approach to specify and verify Internet of Things architecture	70
Microservices based architectures for IoT systems - State-of-the-art review	69
A secured blockchain method for multivariate industrial IoT-oriented infrastructure based on deep residual squeeze and excitation network with single candidate optimizer	69
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology	67
Efficient unmanned aerial vehicle-based data collection for IoT smart farming	66
Autonomous driving test system under hybrid reality: The role of digital twin technology	65
Tiny keys hold big secrets: On efficiency of Pairing-Based Cryptography in IoT	64
Factories of the future in industry 5.0—Softwarization, Servitization, and Industrialization	63
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train	63
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	63
STREAMLINE: Dynamic and Resource-Efficient Auto-Tuning of Stream Processing Data Pipeline Ensembles	62
Lightweight multi-hop routing protocol for resource optimisation in edge computing networks	62
Fast and low cost FPGA-based architecture for arrhythmia detection with CNN	61
Formal verification and security analysis of FastDFS using process algebra	60
CPPA-RORS: A conditional privacy-preserving authentication scheme based on revocable one-time ring signature for VANETs	60
Semantic-driven dimension reduction for wireless internet of things	59
Joint mode selection and resource allocation based on many-to-many reuse in D2D-aided IoT cellular networks	58
“Hey Alexa, what do you know about the COVID-19 vaccine?”— (Mis)perceptions of mass immunization and voice assistants	58
In-vehicle edge system for real-time dashcam video analysis	58
ISEE: A heterogeneous information system for event explainability in smart connected environments	58
ACS: Accuracy-based client selection mechanism for federated industrial IoT	56
nCare: Fault-aware edge intelligence for rendering viable sensor nodes	56
Edge deduplication for LoRaWAN using network coding	54
Corrigendum to ’A ZigBee intrusion detection system for IoT using secure and efficient data collection’ Internet of Things, Volume 12, December 2020, 100,306	53
A comprehensive soft security model for Cognitive Internet of Things	53
MTAN: Multi-degree Tail-aware Attention Network for human motion prediction	53

An efficient authentication and key agreement scheme for security-aware unmanned aerial vehicles assisted data harvesting in Internet of Things	52
A GCN-LSTM framework for link prediction in dynamic SIoT networks	52
CONTEXT-NET: A context-aware nexus-based aggregation protocol for opportunistic networks	51
FedCLLM: Federated client selection assisted large language model utilizing domain description	51
Security and privacy solutions in intelligent transportation systems: A survey	51
Joint wireless resource allocation and bitrate adaptation for QoE improvement in IRS-aided RSMA-enabled IoMT streaming systems	51
Memory-efficient and robust detection of Mirai botnet for future 6G-enabled IoT networks	51
Concept-drift-adaptive anomaly detector for marine sensor data streams	51
ZFort: A scalable zero-trust approach for trust management and traffic engineering in SDN based IoTs	50
A review of digital object architecture and handle system: Development, current applications and prospective	50
Image-based malware analysis for enhanced IoT security in smart cities	50
Routing protocols in Vehicular Adhoc Networks (VANETs): A comprehensive survey	47
Enabling edge-driven Dataspace integration through convergence of distributed technologies	47
Farmland monitoring and livestock management based on internet of things	47
6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions	47
IoT-powered personalization: creating the optimal shopping experience in digital twin VFRs	47
Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing	46
D4GW: DTLS for gateway multiplexed application to secure MQTT(SN)-based pub/sub architecture	46
Greening smart learning environments with Artificial Intelligence of Things	45
Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids	45
Latency performance modelling in hyperledger fabric blockchain: Challenges and directions with an IoT perspective	45
An empirical investigation into the enhancement of decision-making capabilities in corporate sustainability leadership through Internet of Things (IoT) integration	44
Blockchain-enabled secure and efficient task allocation for IoT networks using enhanced fuzzy reptile search algorithm	43
Bluetooth low energy indoor positioning: A fingerprinting neural network approach	43
Deep Image: A precious image based deep learning method for online malware detection in IoT environment	43
A systematic approach for threat and vulnerability analysis of unmanned aerial vehicles	42
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	42
Joint uplink-downlink user-cell association for ultra-dense NOMA networks	41
Improving quality of service for Internet of Things(IoT) in real life application: A novel adaptation based Hybrid Evolutionary Algorithm	41
A novel real-time data driven method for floating vehicle speed trend prediction	41
Real-time Mixed Reality (MR) and Artificial Intelligence (AI) object recognition integration for digital twin in Industry 4.0	41
Proactive blockchain deployment mechanism in resource-constrained rate-splitting multiple access IoT networks	41
Digital Twins in Additive Manufacturing: A systematic review	41
DeepVitals: Deep neural and IoT based vitals monitoring in smart teleconsultation system	40
Intent-based approaches for industry 4.0 applications: A systematic mapping study	39
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	39
FogScheduler: A resource optimization framework for energy-efficient computing in fog environments	38
System-wide IoT design and programming: Patterns for decentralised collective processes	38
A multi-type artifact framework for cyber–physical, social systems design and development	37
IoT-based system for individual dairy cow feeding behavior monitoring using cow face recognition and edge computing	37
A privacy-preserving distributed energy management framework based on vertical federated learning-based smart data cleaning for smart home electricity data	37
Intelligent digital twin for federated learning in AIoT networks	37
Over-the-air firmware update for IoT devices on the wild	37
iRestroom : A smart restroom cyberinfrastructure for elderly people	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
Evaluating computing performance of deep neural network models with different backbones on IoT-based edge and cloud platforms	37
SHM-NDN: A seamless hybrid mobility management scheme for named data mobile ad hoc networks	37
Commonsense reasoning and automatic generation of IoT contextual knowledge: An Answer Set Programming approach	37
Programming IoT systems: A focused conceptual framework and survey of approaches	36
An intelligent fuzzy-based system for handover decision in 5G-IoT networks considering network slicing and SDN technologies	36
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things	36
Two level blockchain-based privacy preservation framework in IoT with heuristic fusion mechanism-aided deep learning architecture	36
Fast ML-based next-word prediction for hybrid languages	36
Optimized K-means routing protocol with black-winged kite algorithm for sustainable 5G/6G sensor networks	35
A deep learning model for natural language querying in Cyber–Physical Systems	35
High-performance IoT Module for real-time control and self-diagnose PV panels under working daylight and dark electroluminescence conditions	35
Intelligent service placement algorithm based on DDQN and prioritized experience replay in IoT-Fog computing environment	35
AIoT for sustainable manufacturing: Overview, challenges, and opportunities	34
Enhancing security through continuous biometric authentication using wearable sensors	34
Planning and resource allocation of a hybrid IoT network using artificial intelligence	33
AMI-Chain: A scalable power-metering blockchain with IPFS storage for smart cities	33
EdgeBus: Co-Simulation based resource management for heterogeneous mobile edge computing environments	33
Memory feedback transformer based intrusion detection system for IoMT healthcare networks	33
MicroFlow: An Efficient Rust-Based Inference Engine for TinyML	32
Implementation of multiple controllers for context-inspired collaboration between human and robot by integrating the uni-axial motion and real-time operating system	32
MULTI-BLOCK: A novel ML-based intrusion detection framework for SDN-enabled IoT networks using new pyramidal structure	32
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ	31
Improved YOLO-v5 model for boosting face mask recognition accuracy on heterogeneous IoT computing platforms	31
Zero-knowledge machine learning models for blockchain peer-to-peer energy trading	31
An optimized CNN-based intrusion detection system for reducing risks in smart farming	31
Quantum cryptography as a solution for secure Wireless Sensor Networks: Roadmap, challenges and solutions	31
Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color	31
Optimizing parameters of YOLO model through uniform experimental design for gripping tasks performed by an internet of things–based robotic arm	30
Joint coded caching and BS sleeping strategy to reduce energy consumption in 6G edge networks	30
Federated learning vulnerabilities, threats and defenses: A systematic review and future directions	30
AIoT-enabled defect detection with minimal data: A few-shot learning approach combining prototypical and relational networks for smart manufacturing	30
PRS-HDMC: An online participant recruitment scheme for vehicular crowdsensing-enabled HD map collection	30
Federated learning with hyperparameter-based clustering for electrical load forecasting	30
Predicting container intermodal transport arrival times: An approach based on IoT data	30

A novel machine learning pipeline to detect malicious anomalies for the Internet of Things	29
Exploring the applicability of haptic actuators in aquatic environments	29
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	29
An open testbed for O-RAN experimentation with AI-enabled control and monitoring	29
WMPA-ConvBERT-BM: A hybrid deep learning model optimized by whale-marine predator algorithm for IoT-enabled malicious URL detection	28
An efficient methodology to composite fault detection and classification in wireless biosensor networks	28
iPASecIoT: An intelligent pipeline for automatic and adaptive feature extraction for secure IoT device identification and intrusion detection	28
The Three-Phase Methodology for IoT Project Development	28
A fine-grained framework for online IoT device firmware identification via version evolution analysis	28
BTIA-IME: A blockchain-based trusted interactive architecture for intelligent manufacturing equipment	28
IoVT-based efficient solution for optimal active smart camera selection in a tracking mission	28
A feedback-driven brain organoid platform enables automated maintenance and high-resolution neural activity monitoring	28
Advanced security frameworks for UAV and IoT: A deep learning approach	27
The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles	27
Business continuity of Cloud-based IoT applications through a seamless continuum	27
MIMA 2.0 - Compact and portable Multifunctional IoT integrated Menstrual Aid	27
Optimizing IoT architectures by using model driven approach and evolution strategy	27
A robust IoT architecture for smart inverters in microgrids using hybrid deep learning and signal processing against adversarial attacks	27
A framework for enhancing cyber incident response with Security-Enhancing Digital Twins in Cyber–Physical Systems	26
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	26
Performance analysis of entropy variation-based detection of DDoS attacks in IoT	26
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing	26
Reconfigurable intelligent surfaces for enhanced localisation: Advancing performance with KAN-based deep learning models	26
Forecasting energy power consumption using federated learning in edge computing devices	26
Enhancing privacy and security in smart healthcare: A blockchain-powered decentralized data dissemination scheme	26
M2VT-IDS: A multi-task multi-view learning architecture for designing IoT intrusion detection system	26
Robotic Arms for Telemedicine System Using Smart Sensors and Ultrasound Robots	26
A Digital Twin (DT) approach to Narrow-Band Internet of Things (NB-IoT) wireless communication optimization in an industrial scenario	25
CRYSTALS-Dilithium post-quantum cyber-secure SoC for wired communications in critical systems	25
Enhancing IoT security through emotion recognition and blockchain-driven intrusion prevention	25
TinyML Meets IoT: A Comprehensive Survey	25
IoT-based expert system for fault detection in Japanese Plum leaf-turgor pressure WSN	25
H-TERF: A hybrid approach combining fuzzy multi-criteria decision-making techniques and enhanced random forest to improve WBAN-IoT	25
XBiDeep: A novel explainable artificial intelligence based intrusion detection system for Internet of Medical Things environment	25
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	25
Multi-residual tensor completion for spatiotemporal data imputation	25
Enhancing lightweight authenticated key agreement with privacy protection using dynamic identities for Internet of Drones	25
Revocation in attribute-based encryption for fog-enabled internet of things: A systematic survey	25
The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles	25
A survey on security in internet of things with a focus on the impact of emerging technologies	24
Dynamic cooperation and mutual feedback network for shield machine	24
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	24
On the integration of Self-Sovereign Identity with TLS 1.3 handshake to build trust in IoT systems	24
A network communication speedup model using multiple fungible and non-fungible paths	24
Missing data recovery based on temporal smoothness and time-varying similarity for wireless sensor network	24
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	23
IoT-based monitoring and control for optimized plant growth in smart greenhouses using soil and hydroponic systems	23
Enhancing AI transparency in IoT intrusion detection using explainable AI techniques	23
Reassessing caching performance in information-centric IoT	23
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	23
Distributed inference in IoT-based aerial network of UAVs	23
A survey on security and cryptographic perspective of Industrial-Internet-of-Things	23
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	23
Exploring machine learning methods for the identification of production cycles and anomaly detection	23
Communication and computation efficiency in Federated Learning: A survey	23
The robust scheme for intrusion detection system in Internet of Things	22
QoS maximization scheduling of multiple UAV base stations in 3D environment	22
Minimizing energy consumption in 802.15.4 IoT devices with multilevel xRPL (MxRPL)	22
Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms	22
A comparison of code quality metrics and best practices in non-IoT and IoT systems	22
A generic flexible and scalable framework for hierarchical parallelization of population-based metaheuristics	22
Low complexity channel tracking algorithms for coordinated and uncoordinated pilot access over high-rate internet of things	22
IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum	22
A new road state information platform based on crowed sensing on challenged network environments	22
Fog Node Self-Control Middleware: Enhancing context awareness towards autonomous decision making in Fog Colonies	22
Collaboration of AI, big data, and blockchain in Internet of Things (IoT): Emerging trends and perspectives	22
A Decentralized Trust Establishment Protocol for Smart IoT Systems	22
Automatic software tailoring for Green Internet of Things	21
The computing continuum: From IoT to the cloud	21
AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges	21
Application of navigation grid corner point algorithm in virtual reality simulation images of indoor fire evacuation	21
Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture	21
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	21
Location-based activity behavior deviation detection for nursing home using IoT devices	21
Adaptive multi-view subspace learning based on distributed optimization	21
IoTSLE: Securing IoT systems in low-light environments through finite automata, deep learning and DNA computing based image steganographic model	20
Social relationships and location information based routing algorithm in opportunistic networks	20
A framework for creating an IoT system specification with ChatGPT	20
IoT data dissemination scheme for reducing delay in multi-broker environments	20
IoT-driven augmented reality and virtual reality systems in neurological sciences	20
Algorithm for child adoption process using artificial intelligence and monitoring system for children	20
Comprehensive survey on reinforcement learning-based task offloading techniques in aerial edge computing	20
A novel fragment duplication attacker identification scheme using Discrete Event System based intrusion detection	20
HAR: A stacked ensemble learning approach based on smartphone sensors for activity detection	20
Resilience of healthy cities in the post-pandemic era: Findings based on internet of things data and artificial intelligence algorithms	20
PARSECS_RT: A real-time PARSECS-based communication protocol stack for critical sensing applications	20
An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches	19
Relationship between resource scheduling and distributed learning in IoT edge computing — An insight into complementary aspects, existing research and future directions	19
Farmer-centric design thinking principles for smart farming technologies	19
SAFE: An ICT platform for supporting monitoring, localization and rescue operations in case of earthquake	19
Secure IoT-enabled sharing of digital medical records: An integrated approach with reversible data hiding, symmetric cryptosystem, and IPFS	19
OpenAPI framework for the Web of Things	19
An approach to assess robustness of MQTT-based IoT systems	19
Combinative model compression approach for enhancing 1D CNN efficiency for EIT-based Hand Gesture Recognition on IoT edge devices	19
The internet of modular robotic things: Issues, limitations, challenges, & solutions	19