Internet of Things

Article	Citations
Internet of Things (IoT) and Agricultural Unmanned Aerial Vehicles (UAVs) in smart farming: A comprehensive review	350
Security analysis of drones systems: Attacks, limitations, and recommendations	308
Predicting the growth and trend of COVID-19 pandemic using machine learning and cloud computing	304
Survey on IoT security: Challenges and solution using machine learning, artificial intelligence and blockchain technology	257
AI for next generation computing: Emerging trends and future directions	208
Blockchain for the IoT and industrial IoT: A review	205
A survey on internet of things security: Requirements, challenges, and solutions	166
Internet of Things research in supply chain management and logistics: A bibliometric analysis	150
Performance evaluation metrics for cloud, fog and edge computing: A review, taxonomy, benchmarks and standards for future research	123
Machine learning approaches to IoT security: A systematic literature review	118
Security aspects of Internet of Things aided smart grids: A bibliometric survey	106
TinyML Meets IoT: A Comprehensive Survey	103
Healthcare and patient monitoring using IoT	94
A survey on consensus methods in blockchain for resource-constrained IoT networks	82
The Internet of Things (IoT) in healthcare: Taking stock and moving forward	77
IoT based real time energy monitoring system using Raspberry Pi	75
Secure IoT communications for smart healthcare monitoring system	73
Identification and Authentication in Healthcare Internet-of-Things Using Integrated Fog Computing Based Blockchain Model	72
Future Smart Connected Communities to Fight COVID-19 Outbreak	69
A survey on Assistive Technology for visually impaired	65
LoRaWAN security survey: Issues, threats and possible mitigation techniques	64
A survey on the architecture, application, and security of software defined networking: Challenges and open issues	62
IoT anomaly detection methods and applications: A survey	61
Semantic Web Technologies for the Internet of Things: Systematic Literature Review	61
Cryptographic technologies and protocol standards for Internet of Things	60

A Methodological Approach for Predicting COVID-19 Epidemic Using EEMD-ANN Hybrid Model	60
The big picture on the internet of things and the smart city: a review of what we know and what we need to know	60
CyberLearning: Effectiveness analysis of machine learning security modeling to detect cyber-anomalies and multi-attacks	59
A survey of IoT protocols and their security issues through the lens of a generic IoT stack	58
Humanitarian Drones: A Review and Research Agenda	57
An IoT patient monitoring based on fog computing and data mining: Cardiac arrhythmia usecase	57
Smart garbage management system for a sustainable urban life: An IoT based application	57
A survey on machine learning in Internet of Things: Algorithms, strategies, and applications	56
IoT-based enterprise resource planning: Challenges, open issues, applications, architecture, and future research directions	53
Internet of things-based fog and cloud computing technology for smart traffic monitoring	53
The Challenges of IoT Addressing Security, Ethics, Privacy, and Laws	51
Smart City Data Science: Towards data-driven smart cities with open research issues	51
Harnessing the power of Internet of Things based connectivity to improve healthcare	49
Intrusion detection based on Machine Learning techniques in computer networks	48
IoT supported smart home for the elderly	48
Dew Computing Architecture for Cyber-Physical Systems and IoT	48
Deep Belief Network enhanced intrusion detection system to prevent security breach in the Internet of Things	47
Internet of Things Forensics: A Review	47
A conceptual IoT-based early-warning architecture for remote monitoring of COVID-19 patients in wards and at home	47
Integrating the Internet of Things in the halal food supply chain: A systematic literature review and research agenda	47
AI-based fog and edge computing: A systematic review, taxonomy and future directions	46
Deep learning assisted COVID-19 detection using full CT-scans	42
FogIoHT: A weighted majority game theory based energy-efficient delay-sensitive fog network for internet of health things	41
HealthCloud: A system for monitoring health status of heart patients using machine learning and cloud computing	41
Federated learning with hyperparameter-based clustering for electrical load forecasting	41
An IoT-enabled intelligent automobile system for smart cities	40
A Systematic Review of Organizational Factors Impacting Cloud-based Technology Adoption Using Technology-Organization-Environment Framework	39
Perspectives on emerging directions in using IoT devices in blockchain applications	39
A Survey of Indoor Location Technologies, Techniques and Applications in Industry	38
A mapping of IoT user-centric privacy preserving approaches to the GDPR	38
FANETs in Agriculture - A routing protocol survey	38
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	38
Genetic Algorithm based Internet of Precision Agricultural Things (IopaT) for Agriculture 4.0	38
Highly-efficient fog-based deep learning AAL fall detection system	37
IoT-Cognizant cloud-assisted energy efficient embedded system for indoor intelligent lighting, air quality monitoring, and ventilation	36
A survey on security in internet of things with a focus on the impact of emerging technologies	36
Ensemble Detection Model for IoT IDS	35
DeL-IoT: A deep ensemble learning approach to uncover anomalies in IoT	34
Positioning of blockchain mechanisms in IOT-powered smart home systems: A gateway-based approach	34
An IoT Raspberry Pi-based parking management system for smart campus	33
Smart mask – Wearable IoT solution for improved protection and personal health	33
Cyber resilience in firms, organizations and societies	33
A trust management system for fog computing services	32
Multi-label classification based ensemble learning for human activity recognition in smart home	32
Deep learning-enabled anomaly detection for IoT systems	31
The architectural design of smart blind assistant using IoT with deep learning paradigm	31
HunterPlus: AI based energy-efficient task scheduling for cloud–fog computing environments	30
Designing a SHA-256 processor for blockchain-based IoT applications	30
A ZigBee Intrusion Detection System for IoT using Secure and Efficient Data Collection	30
Coordination and management of cloud, fog and edge resources in SDN-VANETs using fuzzy logic: A comparison study for two fuzzy-based systems	30

Smart energy optimization for massive IoT using artificial intelligence	29
Benchmarking RSS-based localization algorithms with LoRaWAN	29
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	28
A review on the edge caching mechanisms in the mobile edge computing: A social-aware perspective	28
Threat model for securing internet of things (IoT) network at device-level	27
Intelligent authentication of 5G healthcare devices: A survey	27
The applications of Internet of Things in the automotive industry: A review of the batteries, fuel cells, and engines	27
Data management and internet of things : A methodological review in smart farming	27
A service oriented IoT architecture for disaster preparedness and forecasting system	27
An IoT General-Purpose Sensor Board for Enabling Remote Aquatic Environmental Monitoring	27
Development of an Internet of Things solution to monitor and analyse indoor air quality	26
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	26
Metaverse applications in smart cities: Enabling technologies, opportunities, challenges, and future directions	26
Predicting parking occupancy via machine learning in the web of things	26
A lightweight blockchain and fog-enabled secure remote patient monitoring system	26
Optimizing energy consumption in WSN-based IoT using unequal clustering and sleep scheduling methods	26
Internet of smart-cameras for traffic lights optimization in smart cities	25
Designing and constructing internet-of-Things systems: An overview of the ecosystem	24
Trajectory pattern extraction and anomaly detection for maritime vessels	24
TDAoA: A combination of TDoA and AoA localization with LoRaWAN	24
Internet of Things (IoT) security dataset evolution: Challenges and future directions	24
Discovering location based services: A unified approach for heterogeneous indoor localization systems	24
SCADA intrusion detection scheme exploiting the fusion of modified decision tree and Chi-square feature selection	24
Support vector machine and YOLO for a mobile food grading system	23
Cost-sensitive stacked auto-encoders for intrusion detection in the Internet of Things	23
EEG signal analysis for epileptic seizures detection by applying Data Mining techniques	23
What are IoT systems for real? An experts’ survey on software engineering aspects	23
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	23
On the performance of distributed ledgers for Internet of Things	23
Secure and lightweight communication in heterogeneous IoT environments	22
Ethereum smart contracts: Analysis and statistics of their source code and opcodes	22
A Blockchain System with Lightweight Full Node Based on Dew Computing	22
A deep learning approach for intrusion detection in Internet of Things using focal loss function	22
Secure firmware Over-The-Air updates for IoT: Survey, challenges, and discussions	21
A novel medical image fusion method based on Rolling Guidance Filtering	21
Smart vehicular traffic management: An edge cloud centric IoT based framework	21
An overview of IoT architectures, technologies, and existing open-source projects	21
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	20
An optimized CNN-based intrusion detection system for reducing risks in smart farming	20
A scalable and distributed architecture for secure and privacy-preserving authentication and message dissemination in VANETs	20
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	20
Advanced contribution of IoT in agricultural production for the development of smart livestock environments	20
A Tabu list strategy based DQN for AAV mobility in indoor single-path environment: Implementation and performance evaluation	20
Energy efficient mechanism for LoRa networks	20
Factors influencing adoption model of continuous glucose monitoring devices for internet of things healthcare	19
Resource discovery techniques in the internet of things: A review	19
An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches	19
Data analysis and mining of the correlations between meteorological conditions and air quality: A case study in Beijing	19
Advanced digital forensics and anti-digital forensics for IoT systems: Techniques, limitations and recommendations	19
A randomised control trial for measuring student engagement through the Internet of Things and serious games	19
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	19
Inception convolutional vision transformers for plant disease identification	19
Monitoring of water quality in a shrimp farm using a FANET	19
Data Aggregation Mechanisms on the Internet of Things: A Systematic Literature Review	18
Scalable and secure product serialization for multi-party perishable good supply chains using blockchain	18
A comprehensive review on Internet of Things application placement in Fog computing environment	18
Location prediction using GPS trackers: Can machine learning help locate the missing people with dementia?	17
Blockchain-assisted internet of things framework in smart livestock farming	17
A novel solution for counterfeit prevention in the wine industry based on IoT, smart tags, and crowd-sourced information	17
A solution for water management and leakage detection problems using IoTs based approach	17
A survey on blockchain, SDN and NFV for the smart-home security	17
Publish–Subscribe approaches for the IoT and the cloud: Functional and performance evaluation of open-source systems	17
A review of IoT systems to enable independence for the elderly and disabled individuals	17
A systematic review on semantic interoperability in the IoE-enabled smart cities	17
Lightweight and host-based denial of service (DoS) detection and defense mechanism for resource-constrained IoT devices	17
A comprehensive review on detection of cyber-attacks: Data sets, methods, challenges, and future research directions	17
Energy efficient resource optimization in cooperative Internet of Things networks	16
How is extended reality bridging human and cyber-physical systems in the IoT-empowered logistics and supply chain management?	16
Multi-hop communication protocol for LoRa with software-defined networking extension	16
A Secure Anonymous D2D Mutual Authentication and Key Agreement Protocol for IoT	16
Detection of malicious javascript on an imbalanced dataset	16
Security issues in IoT applications using certificateless aggregate signcryption schemes: An overview	16
Information Flow Control Based on Capability Token Validity for Secure IoT: Implementation and Evaluation	16
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	16
FedSDM: Federated learning based smart decision making module for ECG data in IoT integrated Edge–Fog–Cloud computing environments	16
Efficient job scheduling paradigm based on hybrid sparrow search algorithm and differential evolution optimization for heterogeneous cloud computing platforms	15
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers	15
Energy-efficient modified DCC-MAC protocol for IoT in e-health applications	15
Data reduction in fog computing and internet of things: A systematic literature survey	15
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	15

Requirements for distributed task placement in the fog	15
ACS: Accuracy-based client selection mechanism for federated industrial IoT	15
Joint slice-based spreading factor and transmission power optimization in LoRa smart city networks	15
PoWaP: Proof of Work at Proximity for a crowdsensing system for collaborative traffic information gathering	14
A machine-learning ensemble model for predicting energy consumption in smart homes	14
IoT technologies for Augmented Human: A survey	14
IoT cloud laboratory: Internet of Things architecture for cellular biology	14
Deep-learning approach to attack handling of IoT devices using IoT-enabled network services	14
Security issues in Internet of Vehicles (IoV): A comprehensive survey	14
Static detection of malicious PowerShell based on word embeddings	14
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	14
Hybrid MAC Protocol for UAV-Assisted Data Gathering in a Wireless Sensor Network	14
AnoML-IoT: An end to end re-configurable multi-protocol anomaly detection pipeline for Internet of Things	14
Advanced digital signatures for preserving privacy and trust management in hierarchical heterogeneous IoT: Taxonomy, capabilities, and objectives	13
Generating an environmental awareness system for learning using IoT technology	13
IoFT-FIS: Internet of farm things based prediction for crop pest infestation using optimized fuzzy inference system	13
Intelligent wearable heart rate sensor implementation for in-vehicle infotainment and assistance	13
A survey study on trust-based security in Internet of Things: Challenges and issues	12
A deep learning framework for target localization in error-prone environment	12
Faster and efficient cloud-server-aided data de-duplication scheme with an authenticated key agreement for Industrial Internet-of-Things	12
A systematic literature review on attacks defense mechanisms in RPL-based 6LoWPAN of Internet of Things	12
Internet of Things-enabled Passive Contact Tracing in Smart Cities	12
iCovidCare: Intelligent health monitoring framework for COVID-19 using ensemble random forest in edge networks	12
LAMD: Location-based Alert Message Dissemination scheme for emerging infrastructure-based vehicular networks	12
Quality attributes in edge computing for the Internet of Things: A systematic mapping study	12
A Two-layer Fog-Cloud Intrusion Detection Model for IoT Networks	12
Securing massive IoT in 6G: Recent solutions, architectures, future directions	12
Energy consumption of on-device machine learning models for IoT intrusion detection	12
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	12
Decepti-SCADA: A cyber deception framework for active defense of networked critical infrastructures	12
FEACS: A fog enhanced expressible access control scheme with secure services delegation among carers in E-health systems	11
A Communication Scheme based on Fractional Order Chaotic Laser for Internet of Things	11
Pareto optimal design space exploration of cyber-physical systems	11
IoT-based prediction models in the environmental context: A systematic Literature Review	11
Secure and scalable access control protocol for IoT environment	11
Analysis of the constrained application protocol over quick UDP internet connection transport	11
A feasibility study of multi-mode intelligent fusion medical data transmission technology of industrial Internet of Things combined with medical Internet of Things	11
An OCF-IoTivity enabled smart-home optimal indoor environment control system for energy and comfort optimization	11
Evaluation of corporate requirements for smart manufacturing systems using predictive analytics	11
A general architecture for a real-time monitoring system based on the internet of things	11
Sensors as the Basis for Digitalization: New Approaches in Instrumentation, IoT-concepts, and 5G	11
Evaluating the performance of the OSCORE security protocol in constrained IoT environments	11
End-to-end anytime solution for appliance recognition based on high-resolution current sensing with few-shot learning	11
OPIIoT: Design and Implementation of an Open Communication Protocol Platform for Industrial Internet of Things	11
Research on lightweight Yolo coal gangue detection algorithm based on resnet18 backbone feature network	11
Multifactor authentication scheme using physically unclonable functions	11
An improved PRoPHET - Random forest based optimized multi-copy routing for opportunistic IoT networks	11
Multi-UAV Allocation Framework for Predictive Crime Deterrence and Data Acquisition	11
Low cost cloud based remote microscopy for biological sciences	11
Lightweight rogue access point detection algorithm for WiFi-enabled Internet of Things(IoT) devices	10
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	10
Resource efficient sensor fusion by knowledge-based network pruning	10
Unlocking the power of mist computing through clustering techniques in IoT networks	10
A survey on device fingerprinting approach for resource-constraint IoT devices: Comparative study and research challenges	10
TGSM: Towards trustworthy group-based service management for social IoT	10
Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks	10
Enhancing IoT network security through deep learning-powered Intrusion Detection System	10
Lossy Data Compression for IoT Sensors: A Review	10
IoT-based freezing of gait detection using grey relational analysis	10
A jamming attack detection technique for opportunistic networks	10
The design of secure IoT applications using patterns: State of the art and directions for research	10
OKIoT: Trade off analysis of smart speaker architecture on open knowledge IoT project	10
OpenAPI framework for the Web of Things	10
Planning optimization and stochastic analysis of RE-DGs for techno-economic benefit maximization in distribution networks	10
Non-functional requirements elicitation for edge computing	10
OPC UA Realization for simplified commissioning of adaptive sensing applications for the 5G IIoT	10
CMAF-IIoT: Chaotic map-based authentication framework for Industrial Internet of Things	10
PPFchain: A novel framework privacy-preserving blockchain-based federated learning method for sensor networks	10
Context-driven detection of distracted driving using images from in-car cameras	10
Knowledge graph and deep learning based pest detection and identification system for fruit quality	10
Communication and computation efficiency in Federated Learning: A survey	9
Design of a Trustless Smart City system: The #SmartME experiment	9
Threat modeling in smart firefighting systems: Aligning MITRE ATT&CK matrix and NIST security controls	9
Skyward bound: Empowering disaster resilience with multi-UAV-assisted B5G networks for enhanced connectivity and energy efficiency	9
Homomorphic cryptosystem-based secure data processing model for edge-assisted IoT healthcare systems	9
Robust detection of unknown DoS/DDoS attacks in IoT networks using a hybrid learning model	9
Intrusion detection system for large-scale IoT NetFlow networks using machine learning with modified Arithmetic Optimization Algorithm	9
XG-BoT: An explainable deep graph neural network for botnet detection and forensics	9
Integrating blockchain into supply chain safeguarded by PUF-enabled RFID	9
CREASE: Certificateless and REused-pseudonym based Authentication Scheme for Enabling security and privacy in VANETs	9
Throughput optimization in backscatter-assisted wireless-powered underground sensor networks for smart agriculture	9
Locally reconfigurable Self Organizing Feature Map for high impact malicious tasks submission in Mobile Crowdsensing	9
Mining and IoT-based Vehicle Ad-hoc NETwork: Industry opportunities and innovation	8
Cross-Referencing Method for Scalable Public Blockchain	8
CONFRONT: Cloud-fog-dew based monitoring framework for COVID-19 management	8
IoT architecture for continuous long term monitoring: Parkinson’s Disease case study	8
Evaluation of end user requirements for Smart Home applications and services based on a decision support system	8
Confidential computing in cloud/fog-based Internet of Things scenarios	8
Synchronization and efficient channel hopping for power efficiency in LoRa networks: A comprehensive study	8
Processor power and energy consumption estimation techniques in IoT applications: A review	8
FPMIPv6-S: A new network-based mobility management scheme for 6LoWPAN	8
Social change: A comparative analysis of the impact of the IoT in Japan, Germany and Australia	8
IoT-enabled technologies for controlling COVID-19 Spread: A scientometric analysis using CiteSpace	8
Capability token selection algorithms to implement lightweight protocols	8
Secure communication in IOT-based UAV networks: A systematic survey	8