Internet of Things

Article	Citations
Internet of Things (IoT) and Agricultural Unmanned Aerial Vehicles (UAVs) in smart farming: A comprehensive review	419
AI for next generation computing: Emerging trends and future directions	294
A survey on internet of things security: Requirements, challenges, and solutions	190
Internet of Things research in supply chain management and logistics: A bibliometric analysis	173
Performance evaluation metrics for cloud, fog and edge computing: A review, taxonomy, benchmarks and standards for future research	149
Machine learning approaches to IoT security: A systematic literature review	149
The Internet of Things (IoT) in healthcare: Taking stock and moving forward	140
TinyML Meets IoT: A Comprehensive Survey	133
Security aspects of Internet of Things aided smart grids: A bibliometric survey	110
IoT anomaly detection methods and applications: A survey	104
IoT based real time energy monitoring system using Raspberry Pi	88
The big picture on the internet of things and the smart city: a review of what we know and what we need to know	84
Identification and Authentication in Healthcare Internet-of-Things Using Integrated Fog Computing Based Blockchain Model	82
AI-based fog and edge computing: A systematic review, taxonomy and future directions	81
Secure IoT communications for smart healthcare monitoring system	79
Humanitarian Drones: A Review and Research Agenda	78
Future Smart Connected Communities to Fight COVID-19 Outbreak	76
The Challenges of IoT Addressing Security, Ethics, Privacy, and Laws	73
A survey on the architecture, application, and security of software defined networking: Challenges and open issues	72
CyberLearning: Effectiveness analysis of machine learning security modeling to detect cyber-anomalies and multi-attacks	71
Cryptographic technologies and protocol standards for Internet of Things	69
LoRaWAN security survey: Issues, threats and possible mitigation techniques	69
Integrating the Internet of Things in the halal food supply chain: A systematic literature review and research agenda	68
Smart City Data Science: Towards data-driven smart cities with open research issues	68
Metaverse applications in smart cities: Enabling technologies, opportunities, challenges, and future directions	67

A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	65
Intrusion detection based on Machine Learning techniques in computer networks	64
A survey on machine learning in Internet of Things: Algorithms, strategies, and applications	64
A Survey of Indoor Location Technologies, Techniques and Applications in Industry	63
A survey of IoT protocols and their security issues through the lens of a generic IoT stack	63
A survey on security in internet of things with a focus on the impact of emerging technologies	58
Internet of things-based fog and cloud computing technology for smart traffic monitoring	57
Harnessing the power of Internet of Things based connectivity to improve healthcare	57
Deep Belief Network enhanced intrusion detection system to prevent security breach in the Internet of Things	56
A Systematic Review of Organizational Factors Impacting Cloud-based Technology Adoption Using Technology-Organization-Environment Framework	53
A conceptual IoT-based early-warning architecture for remote monitoring of COVID-19 patients in wards and at home	53
Federated learning with hyperparameter-based clustering for electrical load forecasting	52
Internet of Things (IoT) security dataset evolution: Challenges and future directions	51
Genetic Algorithm based Internet of Precision Agricultural Things (IopaT) for Agriculture 4.0	50
Deep learning-enabled anomaly detection for IoT systems	48
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	48
HealthCloud: A system for monitoring health status of heart patients using machine learning and cloud computing	48
A lightweight blockchain and fog-enabled secure remote patient monitoring system	48
Optimizing energy consumption in WSN-based IoT using unequal clustering and sleep scheduling methods	46
HunterPlus: AI based energy-efficient task scheduling for cloud–fog computing environments	46
An IoT-enabled intelligent automobile system for smart cities	46
Ensemble Detection Model for IoT IDS	43
FANETs in Agriculture - A routing protocol survey	43
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	43
DeL-IoT: A deep ensemble learning approach to uncover anomalies in IoT	42
Deep learning assisted COVID-19 detection using full CT-scans	42
An optimized CNN-based intrusion detection system for reducing risks in smart farming	42
A comprehensive review on Internet of Things application placement in Fog computing environment	41
A review on the edge caching mechanisms in the mobile edge computing: A social-aware perspective	41
Inception convolutional vision transformers for plant disease identification	40
An IoT Raspberry Pi-based parking management system for smart campus	40
A deep learning approach for intrusion detection in Internet of Things using focal loss function	39
Multi-label classification based ensemble learning for human activity recognition in smart home	39
Advanced contribution of IoT in agricultural production for the development of smart livestock environments	39
Smart mask – Wearable IoT solution for improved protection and personal health	39
A trust management system for fog computing services	38
The architectural design of smart blind assistant using IoT with deep learning paradigm	38
The applications of Internet of Things in the automotive industry: A review of the batteries, fuel cells, and engines	37
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	36
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	36
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	36
Smart energy optimization for massive IoT using artificial intelligence	35
Intelligent authentication of 5G healthcare devices: A survey	34
A ZigBee Intrusion Detection System for IoT using Secure and Efficient Data Collection	34
Trajectory pattern extraction and anomaly detection for maritime vessels	34
Development of an Internet of Things solution to monitor and analyse indoor air quality	33
A systematic review on semantic interoperability in the IoE-enabled smart cities	33
FedSDM: Federated learning based smart decision making module for ECG data in IoT integrated Edge–Fog–Cloud computing environments	32
An overview of IoT architectures, technologies, and existing open-source projects	32
Support vector machine and YOLO for a mobile food grading system	32

Discovering location based services: A unified approach for heterogeneous indoor localization systems	31
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	31
SCADA intrusion detection scheme exploiting the fusion of modified decision tree and Chi-square feature selection	31
Predicting parking occupancy via machine learning in the web of things	31
Blockchain-assisted internet of things framework in smart livestock farming	31
A review of IoT systems to enable independence for the elderly and disabled individuals	30
Advanced digital forensics and anti-digital forensics for IoT systems: Techniques, limitations and recommendations	30
An IoT General-Purpose Sensor Board for Enabling Remote Aquatic Environmental Monitoring	30
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	30
Data management and internet of things : A methodological review in smart farming	30
Enhancing IoT network security through deep learning-powered Intrusion Detection System	30
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	30
An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches	29
PPFchain: A novel framework privacy-preserving blockchain-based federated learning method for sensor networks	29
EEG signal analysis for epileptic seizures detection by applying Data Mining techniques	28
A comprehensive review on detection of cyber-attacks: Data sets, methods, challenges, and future research directions	28
Cost-sensitive stacked auto-encoders for intrusion detection in the Internet of Things	28
Secure firmware Over-The-Air updates for IoT: Survey, challenges, and discussions	28
Blockchain and Internet of Things in smart cities and drug supply management: Open issues, opportunities, and future directions	28
Security issues in Internet of Vehicles (IoV): A comprehensive survey	27
Designing and constructing internet-of-Things systems: An overview of the ecosystem	27
Intrusion detection system for large-scale IoT NetFlow networks using machine learning with modified Arithmetic Optimization Algorithm	27
A service oriented IoT architecture for disaster preparedness and forecasting system	27
A machine-learning ensemble model for predicting energy consumption in smart homes	26
What are IoT systems for real? An experts’ survey on software engineering aspects	26
Secure and lightweight communication in heterogeneous IoT environments	26
IoFT-FIS: Internet of farm things based prediction for crop pest infestation using optimized fuzzy inference system	26
Publish–Subscribe approaches for the IoT and the cloud: Functional and performance evaluation of open-source systems	25
A novel medical image fusion method based on Rolling Guidance Filtering	25
Cryptography Algorithms for Enhancing IoT Security	25
A solution for water management and leakage detection problems using IoTs based approach	25
A systematic literature review on attacks defense mechanisms in RPL-based 6LoWPAN of Internet of Things	25
ACS: Accuracy-based client selection mechanism for federated industrial IoT	25
XG-BoT: An explainable deep graph neural network for botnet detection and forensics	25
Resource discovery techniques in the internet of things: A review	24
Energy consumption of on-device machine learning models for IoT intrusion detection	24
Monitoring of water quality in a shrimp farm using a FANET	24
Secure communication in IOT-based UAV networks: A systematic survey	24
Factors influencing adoption model of continuous glucose monitoring devices for internet of things healthcare	24
A scalable and distributed architecture for secure and privacy-preserving authentication and message dissemination in VANETs	24
Communication and computation efficiency in Federated Learning: A survey	24
Artificial intelligence based load balancing in SDN: A comprehensive survey	24
Efficient job scheduling paradigm based on hybrid sparrow search algorithm and differential evolution optimization for heterogeneous cloud computing platforms	23
How is extended reality bridging human and cyber-physical systems in the IoT-empowered logistics and supply chain management?	23
Security issues in IoT applications using certificateless aggregate signcryption schemes: An overview	23
A randomised control trial for measuring student engagement through the Internet of Things and serious games	23
CMAF-IIoT: Chaotic map-based authentication framework for Industrial Internet of Things	23
Robust detection of unknown DoS/DDoS attacks in IoT networks using a hybrid learning model	22
A Secure Anonymous D2D Mutual Authentication and Key Agreement Protocol for IoT	22
Energy efficient mechanism for LoRa networks	22
Data Aggregation Mechanisms on the Internet of Things: A Systematic Literature Review	22
Data analysis and mining of the correlations between meteorological conditions and air quality: A case study in Beijing	21
A survey study on trust-based security in Internet of Things: Challenges and issues	21
Lightweight and host-based denial of service (DoS) detection and defense mechanism for resource-constrained IoT devices	21
A Tabu list strategy based DQN for AAV mobility in indoor single-path environment: Implementation and performance evaluation	21
Smart vehicular traffic management: An edge cloud centric IoT based framework	21
Data reduction in fog computing and internet of things: A systematic literature survey	20
IoT cloud laboratory: Internet of Things architecture for cellular biology	20
A survey on blockchain, SDN and NFV for the smart-home security	20
Research on lightweight Yolo coal gangue detection algorithm based on resnet18 backbone feature network	20
Securing massive IoT in 6G: Recent solutions, architectures, future directions	20
Multi-hop communication protocol for LoRa with software-defined networking extension	19
Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks	19
AIoT for sustainable manufacturing: Overview, challenges, and opportunities	19
Generating an environmental awareness system for learning using IoT technology	19
A Two-layer Fog-Cloud Intrusion Detection Model for IoT Networks	19
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers	18
A novel solution for counterfeit prevention in the wine industry based on IoT, smart tags, and crowd-sourced information	18
Detection of malicious javascript on an imbalanced dataset	18
A feasibility study of multi-mode intelligent fusion medical data transmission technology of industrial Internet of Things combined with medical Internet of Things	18
Towards energy-aware tinyML on battery-less IoT devices	18
Information Flow Control Based on Capability Token Validity for Secure IoT: Implementation and Evaluation	18
Location prediction using GPS trackers: Can machine learning help locate the missing people with dementia?	17
6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions	17
What Do Practitioners Discuss about IoT and Industry 4.0 Related Technologies? Characterization and Identification of IoT and Industry 4.0 Categories in Stack Overflow Discussions	17
Static detection of malicious PowerShell based on word embeddings	17
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	17
Joint slice-based spreading factor and transmission power optimization in LoRa smart city networks	17
LAMD: Location-based Alert Message Dissemination scheme for emerging infrastructure-based vehicular networks	17
IoT technologies for Augmented Human: A survey	17

Requirements for distributed task placement in the fog	17
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	16
The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles	16
AnoML-IoT: An end to end re-configurable multi-protocol anomaly detection pipeline for Internet of Things	16
Evaluation of corporate requirements for smart manufacturing systems using predictive analytics	16
Advanced digital signatures for preserving privacy and trust management in hierarchical heterogeneous IoT: Taxonomy, capabilities, and objectives	16
OPIIoT: Design and Implementation of an Open Communication Protocol Platform for Industrial Internet of Things	16
Energy efficient resource optimization in cooperative Internet of Things networks	16
Skyward bound: Empowering disaster resilience with multi-UAV-assisted B5G networks for enhanced connectivity and energy efficiency	16
IoT-based freezing of gait detection using grey relational analysis	15
Hybrid MAC Protocol for UAV-Assisted Data Gathering in a Wireless Sensor Network	15
IoT-based prediction models in the environmental context: A systematic Literature Review	15
Quality attributes in edge computing for the Internet of Things: A systematic mapping study	15
A general architecture for a real-time monitoring system based on the internet of things	15
Energy-efficient modified DCC-MAC protocol for IoT in e-health applications	15
An OCF-IoTivity enabled smart-home optimal indoor environment control system for energy and comfort optimization	15
iCovidCare: Intelligent health monitoring framework for COVID-19 using ensemble random forest in edge networks	15
A roadmap from classical cryptography to post-quantum resistant cryptography for 5G-enabled IoT: Challenges, opportunities and solutions	14
Faster and efficient cloud-server-aided data de-duplication scheme with an authenticated key agreement for Industrial Internet-of-Things	14
Driver drowsiness detection and smart alerting using deep learning and IoT	14
Blockchain-assisted authenticated key agreement scheme for IoT-based healthcare system	14
A comparative analysis of various machine learning methods for anomaly detection in cyber attacks on IoT networks	14
A jamming attack detection technique for opportunistic networks	14
A survey on device fingerprinting approach for resource-constraint IoT devices: Comparative study and research challenges	14
Routing protocols in Vehicular Adhoc Networks (VANETs): A comprehensive survey	14
Internet of Things-enabled Passive Contact Tracing in Smart Cities	14
A deep learning framework for target localization in error-prone environment	14
A new concatenated Multigraph Neural Network for IoT intrusion detection	14
Data compression techniques in IoT-enabled wireless body sensor networks: A systematic literature review and research trends for QoS improvement	14
Intelligent wearable heart rate sensor implementation for in-vehicle infotainment and assistance	13
Non-functional requirements elicitation for edge computing	13
Design and architecture of smart belt for real time posture monitoring	13
Pareto optimal design space exploration of cyber-physical systems	13
A modified lightweight authenticated key agreement protocol for Internet of Drones	13
Evaluating the performance of the OSCORE security protocol in constrained IoT environments	13
Lossy Data Compression for IoT Sensors: A Review	13
Multifactor authentication scheme using physically unclonable functions	13
Digital twins for aircraft maintenance and operation: A systematic literature review and an IoT-enabled modular architecture	13
Machine learning enabled tools and methods for indoor localization using low power wireless network	13
Securing IoT devices: A novel approach using blockchain and quantum cryptography	13
Low cost cloud based remote microscopy for biological sciences	13
TADR-EAODV: A trust-aware dynamic routing algorithm based on extended AODV protocol for secure communications in wireless sensor networks	13
A predictive target tracking framework for IoT using CNN–LSTM	13
Decepti-SCADA: A cyber deception framework for active defense of networked critical infrastructures	13
Towards a cognitive assistant supporting human operators in the Artificial Intelligence of Things	13
IoT-based supply chain management: A systematic literature review	13
Knowledge graph and deep learning based pest detection and identification system for fruit quality	13
FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics	12
IoT Zigbee device security: A comprehensive review	12
Energy-efficient cooperative resource allocation and task scheduling for Internet of Things environments	12
An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks	12
IoT-enabled technologies for controlling COVID-19 Spread: A scientometric analysis using CiteSpace	12
Sensors as the Basis for Digitalization: New Approaches in Instrumentation, IoT-concepts, and 5G	12
Threat modeling in smart firefighting systems: Aligning MITRE ATT&CK matrix and NIST security controls	12
Processor power and energy consumption estimation techniques in IoT applications: A review	12
FEACS: A fog enhanced expressible access control scheme with secure services delegation among carers in E-health systems	12
A Communication Scheme based on Fractional Order Chaotic Laser for Internet of Things	12
Dependent task offloading with deadline-aware scheduling in mobile edge networks	12
Spatiotemporal modeling to predict soil moisture for sustainable smart irrigation	12
Benchmark of machine learning algorithms on transient stability prediction in renewable rich power grids under cyber-attacks	12
Reinforcement learning framework for UAV-based target localization applications	12
OpenAPI framework for the Web of Things	12
Unlocking the power of mist computing through clustering techniques in IoT networks	12
Homomorphic cryptosystem-based secure data processing model for edge-assisted IoT healthcare systems	12
Integrating blockchain into supply chain safeguarded by PUF-enabled RFID	12
Context-driven detection of distracted driving using images from in-car cameras	12
TGSM: Towards trustworthy group-based service management for social IoT	12
CREASE: Certificateless and REused-pseudonym based Authentication Scheme for Enabling security and privacy in VANETs	12
An evaluation methodology to determine the actual limitations of a TinyML-based solution	11
Development of edge computing and classification using The Internet of Things with incremental learning for object detection	11
Communication-efficient semi-synchronous hierarchical federated learning with balanced training in heterogeneous IoT edge environments	11
Secure and scalable access control protocol for IoT environment	11
Robust and lightweight symmetric key exchange algorithm for next-generation IoE	11
A deep learning-based cow behavior recognition scheme for improving cattle behavior modeling in smart farming	11
Multi-chain blockchain based secure data-sharing framework for industrial IoTs smart devices in petroleum industry	11
Development and evaluation of Artificial Intelligence techniques for IoT data quality assessment and curation	11
Metaverse for wireless systems: Architecture, advances, standardization, and open challenges	11
OKIoT: Trade off analysis of smart speaker architecture on open knowledge IoT project	11
An unsupervised TinyML approach applied to the detection of urban noise anomalies under the smart cities environment	11
FogAI: An AI-supported fog controller for Next Generation IoT	11
ModularFed: Leveraging modularity in federated learning frameworks	11
AgroLens: A low-cost and green-friendly Smart Farm Architecture to support real-time leaf disease diagnostics	11
The design of secure IoT applications using patterns: State of the art and directions for research	11
A flexible and efficient FPGA-based random forest architecture for IoT applications	11
Analysis of the constrained application protocol over quick UDP internet connection transport	11
I-MEREC-T: Improved MEREC-TOPSIS scheme for optimal network selection in 5G heterogeneous network for IoT	11
Security analysis of lightweight IoT encryption algorithms: SIMON and SIMECK	10
Crowdsourced last mile delivery: Collaborative workforce assignment	10
Empowering homes with intelligence: An investigation of smart home technology adoption and usage	10
Throughput optimization in backscatter-assisted wireless-powered underground sensor networks for smart agriculture	10
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	10
When edge intelligence meets cognitive buildings: The COGITO platform	10
CONFRONT: Cloud-fog-dew based monitoring framework for COVID-19 management	10
Implementation and Calibration of an IoT Light Attenuation Turbidity Sensor	10
Locally reconfigurable Self Organizing Feature Map for high impact malicious tasks submission in Mobile Crowdsensing	10