Internet of Things

(The median citation count of Internet of Things is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-09-01 to 2023-09-01.)
Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches385
Predicting the growth and trend of COVID-19 pandemic using machine learning and cloud computing273
Internet of Things (IoT) and Agricultural Unmanned Aerial Vehicles (UAVs) in smart farming: A comprehensive review246
Security analysis of drones systems: Attacks, limitations, and recommendations229
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges208
Blockchain technology: A survey on applications and security privacy Challenges202
Survey on IoT security: Challenges and solution using machine learning, artificial intelligence and blockchain technology188
Blockchain for the IoT and industrial IoT: A review177
AI for next generation computing: Emerging trends and future directions138
A survey on internet of things security: Requirements, challenges, and solutions132
Internet of Things research in supply chain management and logistics: A bibliometric analysis102
Performance evaluation metrics for cloud, fog and edge computing: A review, taxonomy, benchmarks and standards for future research92
IoMT-SAF: Internet of Medical Things Security Assessment Framework90
Machine learning approaches to IoT security: A systematic literature review90
Security aspects of Internet of Things aided smart grids: A bibliometric survey86
The Internet of Things for enterprises: An ecosystem, architecture, and IoT service business model81
The fog cloud of things: A survey on concepts, architecture, standards, tools, and applications81
Smart farming: Agriculture's shift from a labor intensive to technology native industry79
A smart farming concept based on smart embedded electronics, internet of things and wireless sensor network76
Healthcare and patient monitoring using IoT67
TinyML Meets IoT: A Comprehensive Survey64
Secure IoT communications for smart healthcare monitoring system60
A survey on consensus methods in blockchain for resource-constrained IoT networks58
SecOFF-FCIoT: Machine learning based secure offloading in Fog-Cloud of things for smart city applications58
Future Smart Connected Communities to Fight COVID-19 Outbreak55
Blockchain leveraged decentralized IoT eHealth framework55
LoRaWAN security survey: Issues, threats and possible mitigation techniques53
Identification and Authentication in Healthcare Internet-of-Things Using Integrated Fog Computing Based Blockchain Model52
A Methodological Approach for Predicting COVID-19 Epidemic Using EEMD-ANN Hybrid Model52
Semantic Web Technologies for the Internet of Things: Systematic Literature Review52
IoT based real time energy monitoring system using Raspberry Pi48
Secure remote anonymous user authentication scheme for smart home environment47
A survey on machine learning in Internet of Things: Algorithms, strategies, and applications47
A survey on the architecture, application, and security of software defined networking: Challenges and open issues47
A survey on Assistive Technology for visually impaired47
Cryptographic technologies and protocol standards for Internet of Things46
A survey of IoT protocols and their security issues through the lens of a generic IoT stack46
An IoT patient monitoring based on fog computing and data mining: Cardiac arrhythmia usecase46
Toward the automation of threat modeling and risk assessment in IoT systems45
A smart IoT based system for monitoring and controlling the sub-station equipment45
An IoT based device-type invariant fall detection system44
Internet of things-based fog and cloud computing technology for smart traffic monitoring43
Dew Computing Architecture for Cyber-Physical Systems and IoT43
IoT-based enterprise resource planning: Challenges, open issues, applications, architecture, and future research directions42
Identifying the attack surface for IoT network40
Smart garbage management system for a sustainable urban life: An IoT based application40
Energy-Efficient IoT-Health Monitoring System using Approximate Computing39
CyberLearning: Effectiveness analysis of machine learning security modeling to detect cyber-anomalies and multi-attacks39
Novel trust consensus protocol and blockchain-based trust evaluation system for M2M application services39
Harnessing the power of Internet of Things based connectivity to improve healthcare39
Humanitarian Drones: A Review and Research Agenda38
Deep learning assisted COVID-19 detection using full CT-scans37
A comprehensive survey of prominent cryptographic aspects for securing communication in post-quantum IoT networks37
FogIoHT: A weighted majority game theory based energy-efficient delay-sensitive fog network for internet of health things37
Deep Belief Network enhanced intrusion detection system to prevent security breach in the Internet of Things37
Analysis of internet of things malware using image texture features and machine learning techniques36
Perspectives on emerging directions in using IoT devices in blockchain applications36
Internet of Things Forensics: A Review35
Integrating the Internet of Things in the halal food supply chain: A systematic literature review and research agenda35
IoT supported smart home for the elderly33
PUF-derived IoT identities in a zero-knowledge protocol for blockchain33
FANETs in Agriculture - A routing protocol survey33
The Challenges of IoT Addressing Security, Ethics, Privacy, and Laws32
Genetic Algorithm based Internet of Precision Agricultural Things (IopaT) for Agriculture 4.032
Highly-efficient fog-based deep learning AAL fall detection system31
An IoT-enabled intelligent automobile system for smart cities30
Coordination and management of cloud, fog and edge resources in SDN-VANETs using fuzzy logic: A comparison study for two fuzzy-based systems30
A conceptual IoT-based early-warning architecture for remote monitoring of COVID-19 patients in wards and at home29
A mapping of IoT user-centric privacy preserving approaches to the GDPR29
IoT-Cognizant cloud-assisted energy efficient embedded system for indoor intelligent lighting, air quality monitoring, and ventilation28
The big picture on the internet of things and the smart city: a review of what we know and what we need to know28
Positioning of blockchain mechanisms in IOT-powered smart home systems: A gateway-based approach27
DeL-IoT: A deep ensemble learning approach to uncover anomalies in IoT27
Federated learning with hyperparameter-based clustering for electrical load forecasting27
AppsPred: Predicting context-aware smartphone apps using random forest learning26
An IoT based Congestion Control Algorithm26
A ZigBee Intrusion Detection System for IoT using Secure and Efficient Data Collection26
Intrusion detection based on Machine Learning techniques in computer networks26
A Systematic Review of Organizational Factors Impacting Cloud-based Technology Adoption Using Technology-Organization-Environment Framework26
An Efficient Mutual Authentication Scheme for Internet of Things26
Lightweight privacy-preserving power injection and communication over vehicular networks and 5G smart grid slice with provable security25
HealthCloud: A system for monitoring health status of heart patients using machine learning and cloud computing25
Practical fall detection based on IoT technologies: A survey25
Agri-Info: Cloud Based Autonomic System for Delivering Agriculture as a Service25
Multi-label classification based ensemble learning for human activity recognition in smart home24
A trust management system for fog computing services24
Smart City Data Science: Towards data-driven smart cities with open research issues24
Designing a SHA-256 processor for blockchain-based IoT applications23
The architectural design of smart blind assistant using IoT with deep learning paradigm23
A service oriented IoT architecture for disaster preparedness and forecasting system23
Benchmarking RSS-based localization algorithms with LoRaWAN22
An effective approach of latency-aware fog smart gateways deployment for IoT services22
Threat model for securing internet of things (IoT) network at device-level21
A novel medical image fusion method based on Rolling Guidance Filtering21
Ensemble Detection Model for IoT IDS21
LoRa+: An extension of LoRaWAN protocol to reduce infrastructure costs by improving the Quality of Service21
Cyber resilience in firms, organizations and societies21
An IoT General-Purpose Sensor Board for Enabling Remote Aquatic Environmental Monitoring21
Smart mask – Wearable IoT solution for improved protection and personal health21
IoT anomaly detection methods and applications: A survey20
An IoT Raspberry Pi-based parking management system for smart campus20
Evaluating Internet of Medical Things (IoMT)-Based Systems from a Human-Centric Perspective20
A Blockchain System with Lightweight Full Node Based on Dew Computing20
Smart energy optimization for massive IoT using artificial intelligence20
Cost-sensitive stacked auto-encoders for intrusion detection in the Internet of Things20
Secure and lightweight communication in heterogeneous IoT environments19
Smart vehicular traffic management: An edge cloud centric IoT based framework19
A Tabu list strategy based DQN for AAV mobility in indoor single-path environment: Implementation and performance evaluation19
Ethereum smart contracts: Analysis and statistics of their source code and opcodes19
TDAoA: A combination of TDoA and AoA localization with LoRaWAN18
A security monitoring system for internet of things18
WoT Store: Managing resources and applications on the web of things18
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring18
Data management and internet of things : A methodological review in smart farming18
Discovering location based services: A unified approach for heterogeneous indoor localization systems18
EEG signal analysis for epileptic seizures detection by applying Data Mining techniques18
Development of an Internet of Things solution to monitor and analyse indoor air quality18
Support vector machine and YOLO for a mobile food grading system17
Capacity of blockchain based Internet-of-Things: Testbed and analysis17
A survey on security in internet of things with a focus on the impact of emerging technologies17
The Internet of Things (IoT) in healthcare: Taking stock and moving forward17
Internet of smart-cameras for traffic lights optimization in smart cities17
Scalable and Robust Outlier Detector using Hierarchical Clustering and Long Short-Term Memory (LSTM) Neural Network for the Internet of Things17
Tradable mobility permit with Bitcoin and Ethereum – A Blockchain application in transportation16
A Survey of Indoor Location Technologies, Techniques and Applications in Industry16
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda16
Characterizing Internet of Things Systems through Taxonomies: A Systematic Mapping Study16
Energy efficient mechanism for LoRa networks16
Designing and constructing internet-of-Things systems: An overview of the ecosystem15
Predicting parking occupancy via machine learning in the web of things15
Intelligent authentication of 5G healthcare devices: A survey15
A dynamic access-point transmission power minimization method using PI feedback control in elastic WLAN system for IoT applications15
Monitoring of water quality in a shrimp farm using a FANET15
What are IoT systems for real? An experts’ survey on software engineering aspects15
Trajectory pattern extraction and anomaly detection for maritime vessels15
Anonymous mutual IoT interdevice authentication and key agreement scheme based on the ZigBee technique15
Resource discovery techniques in the internet of things: A review14
The applications of Internet of Things in the automotive industry: A review of the batteries, fuel cells, and engines14
Factors influencing adoption model of continuous glucose monitoring devices for internet of things healthcare14
Joint slice-based spreading factor and transmission power optimization in LoRa smart city networks14
Requirements for distributed task placement in the fog14
The Redundant Energy Consumption Laxity Based Algorithm to Perform Computation Processes for IoT Services14
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges14
Advancements in distributed ledger technology for Internet of Things14
Energy-efficient modified DCC-MAC protocol for IoT in e-health applications14
A scalable and distributed architecture for secure and privacy-preserving authentication and message dissemination in VANETs14
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 Discussions14
Data analysis and mining of the correlations between meteorological conditions and air quality: A case study in Beijing14
Scalable and secure product serialization for multi-party perishable good supply chains using blockchain14
On the performance of distributed ledgers for Internet of Things14
A randomised control trial for measuring student engagement through the Internet of Things and serious games14
Energy efficient resource optimization in cooperative Internet of Things networks13
Analysis of IoT mechanisms for media streaming13
Location prediction using GPS trackers: Can machine learning help locate the missing people with dementia?13
Information Flow Control Based on Capability Token Validity for Secure IoT: Implementation and Evaluation13
Data Aggregation Mechanisms on the Internet of Things: A Systematic Literature Review13
AI-based fog and edge computing: A systematic review, taxonomy and future directions13
GSTR: Secure multi-hop message dissemination in connected vehicles using social trust model13
PoWaP: Proof of Work at Proximity for a crowdsensing system for collaborative traffic information gathering12
COP: An integrated Communication, Optimization, and Prediction unit for smart Plug-in Electric Vehicle Charging12
Publish–Subscribe approaches for the IoT and the cloud: Functional and performance evaluation of open-source systems12
Faster and efficient cloud-server-aided data de-duplication scheme with an authenticated key agreement for Industrial Internet-of-Things12
Lightweight and host-based denial of service (DoS) detection and defense mechanism for resource-constrained IoT devices12
Intelligent wearable heart rate sensor implementation for in-vehicle infotainment and assistance11
Enhancing the sensitivity of a chaos sensor for Internet of things11
Hybrid MAC Protocol for UAV-Assisted Data Gathering in a Wireless Sensor Network11
DevOps Contract for Assuring Execution of IoT Microservices in the Edge11
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city11
Inception convolutional vision transformers for plant disease identification11
AnoML-IoT: An end to end re-configurable multi-protocol anomaly detection pipeline for Internet of Things10
Scalability analysis of multiple LoRa gateways using stochastic geometry10
Deep-learning approach to attack handling of IoT devices using IoT-enabled network services10
A general architecture for a real-time monitoring system based on the internet of things10
Secure and scalable access control protocol for IoT environment10
Detection of malicious javascript on an imbalanced dataset10
Multi-hop communication protocol for LoRa with software-defined networking extension10
Multifactor authentication scheme using physically unclonable functions10
IoT technologies for Augmented Human: A survey10
A lightweight blockchain and fog-enabled secure remote patient monitoring system10
IoT node selection in Opportunistic Networks: Implementation of fuzzy-based simulation systems and testbed10
Static detection of malicious PowerShell based on word embeddings10
A survey on blockchain, SDN and NFV for the smart-home security10
OKIoT: Trade off analysis of smart speaker architecture on open knowledge IoT project10
Decepti-SCADA: A cyber deception framework for active defense of networked critical infrastructures9
A power-efficient audio acquisition system for smart city applications9
A Two-layer Fog-Cloud Intrusion Detection Model for IoT Networks9
Context-driven detection of distracted driving using images from in-car cameras9
Low cost cloud based remote microscopy for biological sciences9
Locally reconfigurable Self Organizing Feature Map for high impact malicious tasks submission in Mobile Crowdsensing9
Non-functional requirements elicitation for edge computing9
A Communication Scheme based on Fractional Order Chaotic Laser for Internet of Things9
A review on the edge caching mechanisms in the mobile edge computing: A social-aware perspective9
A deep learning approach for intrusion detection in Internet of Things using focal loss function9
An improved PRoPHET - Random forest based optimized multi-copy routing for opportunistic IoT networks9
Internet of Things-enabled Passive Contact Tracing in Smart Cities9
iCovidCare: Intelligent health monitoring framework for COVID-19 using ensemble random forest in edge networks9
Analysis of the constrained application protocol over quick UDP internet connection transport9
FEACS: A fog enhanced expressible access control scheme with secure services delegation among carers in E-health systems9
Quality attributes in edge computing for the Internet of Things: A systematic mapping study9
Pareto optimal design space exploration of cyber-physical systems9
A novel solution for counterfeit prevention in the wine industry based on IoT, smart tags, and crowd-sourced information9
Fog-based local and remote policy enforcement for preserving data privacy in the Internet of Things9
A solution for water management and leakage detection problems using IoTs based approach9
Multi-UAV Allocation Framework for Predictive Crime Deterrence and Data Acquisition9
HunterPlus: AI based energy-efficient task scheduling for cloud–fog computing environments9
OPC UA Realization for simplified commissioning of adaptive sensing applications for the 5G IIoT9
Secure firmware Over-The-Air updates for IoT: Survey, challenges, and discussions9
Deep learning-enabled anomaly detection for IoT systems8
Probabilistic computation offloading for mobile edge computing in dynamic network environment8
Evaluation of end user requirements for Smart Home applications and services based on a decision support system8
An overview of IoT architectures, technologies, and existing open-source projects8
IoT-based freezing of gait detection using grey relational analysis8
An optimized CNN-based intrusion detection system for reducing risks in smart farming8
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers8
Optimizing energy consumption in WSN-based IoT using unequal clustering and sleep scheduling methods8
Customized novel routing metrics for wireless mesh-based swarm-of-drones applications8
IRON: Reliable domain specific language for programming IoT devices8
Advanced digital signatures for preserving privacy and trust management in hierarchical heterogeneous IoT: Taxonomy, capabilities, and objectives8
A Secure Anonymous D2D Mutual Authentication and Key Agreement Protocol for IoT8
Evaluating the performance of the OSCORE security protocol in constrained IoT environments8
A jamming attack detection technique for opportunistic networks7
CONFRONT: Cloud-fog-dew based monitoring framework for COVID-19 management7
Synchronization and efficient channel hopping for power efficiency in LoRa networks: A comprehensive study7
An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches7
IoT cloud laboratory: Internet of Things architecture for cellular biology7
A machine-learning ensemble model for predicting energy consumption in smart homes7
Advanced contribution of IoT in agricultural production for the development of smart livestock environments7
Cross-Referencing Method for Scalable Public Blockchain7
TGSM: Towards trustworthy group-based service management for social IoT7
End-to-end anytime solution for appliance recognition based on high-resolution current sensing with few-shot learning7
LAMD: Location-based Alert Message Dissemination scheme for emerging infrastructure-based vehicular networks7
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things7
Advanced digital forensics and anti-digital forensics for IoT systems: Techniques, limitations and recommendations7
A comprehensive review on detection of cyber-attacks: Data sets, methods, challenges, and future research directions7
Lightweight rogue access point detection algorithm for WiFi-enabled Internet of Things(IoT) devices7
OPIIoT: Design and Implementation of an Open Communication Protocol Platform for Industrial Internet of Things7
Internet of things-assisted architecture for QRS complex detection in real time6
Data reduction in fog computing and internet of things: A systematic literature survey6
Reinforcement learning-based fuzzy geocast routing protocol for opportunistic networks6
SCADA intrusion detection scheme exploiting the fusion of modified decision tree and Chi-square feature selection6
The design of secure IoT applications using patterns: State of the art and directions for research6
Sensors as the Basis for Digitalization: New Approaches in Instrumentation, IoT-concepts, and 5G6
Mobile shared resources in the context of IoT low power lossy networks6
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions6
Seamless integration of devices in industry 4.0 environments6
Assistance via IoT networking cameras and evidence theory for 3D object instance recognition: Application for the NAO humanoid robot6
Blockchain-assisted internet of things framework in smart livestock farming6
Multi-user searchable encryption voice in home IoT system6
ACS: Accuracy-based client selection mechanism for federated industrial IoT6
IoT architecture for continuous long term monitoring: Parkinson’s Disease case study6
Planning optimization and stochastic analysis of RE-DGs for techno-economic benefit maximization in distribution networks6
Resource efficient sensor fusion by knowledge-based network pruning6
Low-cost wireless condition monitoring system for an ultracold atom machine6
Design of a Trustless Smart City system: The #SmartME experiment6
Internet-of-Things and fog-computing as enablers of new security and privacy threats6
Machine learning enabled tools and methods for indoor localization using low power wireless network6
A survey study on trust-based security in Internet of Things: Challenges and issues6
Distributed compressive and collaborative sensing data collection in mobile sensor networks6
FPMIPv6-S: A new network-based mobility management scheme for 6LoWPAN6
802.11g Signal Strength Evaluation in an Industrial Environment5
A secure and distributed architecture for vehicular cloud5
Deriving event data sharing in IoT systems using formal modelling and analysis5
Automated detection of unstructured context-dependent sensitive information using deep learning5
Designing resource-constrained neural networks using neural architecture search targeting embedded devices5
Integrating blockchain into supply chain safeguarded by PUF-enabled RFID5
AgroLens: A low-cost and green-friendly Smart Farm Architecture to support real-time leaf disease diagnostics5
Co-authorship network and the correlation with academic performance5
ESRRA-IoT: Edge-based spatial redundancy reduction approach for Internet of Things5
Social change: A comparative analysis of the impact of the IoT in Japan, Germany and Australia5
Is the Internet of Things a helpful employee? An exploratory study of discourses of Canadian farmers5
Building structural analysis based Internet of Things network assisted earthquake detection5
Security issues in IoT applications using certificateless aggregate signcryption schemes: An overview5
FogAI: An AI-supported fog controller for Next Generation IoT5
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators5
Evaluation of corporate requirements for smart manufacturing systems using predictive analytics5
Development of a self-powered wireless sensor node to measure the water flowrate by using a turbine flowmeter5
“Hey Alexa, what do you know about the COVID-19 vaccine?”— (Mis)perceptions of mass immunization and voice assistants5
Comparative link-level analysis and performance estimation of channel models for IIoT (Industrial-IoT) wireless communications5
Confidential computing in cloud/fog-based Internet of Things scenarios5
OpenAPI framework for the Web of Things5
Lossy Data Compression for IoT Sensors: A Review5
Proactive trust classification for detection of replication attacks in 6LoWPAN-based IoT5
A new DTN routing strategies ensuring high message delivery ratio while keeping low power consumption5
DTCMS: Dynamic traffic congestion management in Social Internet of Vehicles (SIoV)5
PaFiR: Particle Filter Routing – A predictive relaying scheme for UAV-assisted IoT communications in future innovated networks5
SCGR: Self-configuring greedy routing for minimizing routing interrupts in vehicular communication networks5
ESco: Eligibility score-based strategy for sensors selection in CR-IoT: Application to LoRaWAN5
An Integrated Fuzzy-based Admission Control System (IFACS) for 5G Wireless Networks: Its implementation and performance evaluation5
Capability token selection algorithms to implement lightweight protocols5
Mining and IoT-based Vehicle Ad-hoc NETwork: Industry opportunities and innovation5
A Collaboration-centric Taxonomy of the Internet of Things: Implications for Awareness Support4
A feasibility study of multi-mode intelligent fusion medical data transmission technology of industrial Internet of Things combined with medical Internet of Things4
Energy consumption of on-device machine learning models for IoT intrusion detection4
Research on lightweight Yolo coal gangue detection algorithm based on resnet18 backbone feature network4
Performance evaluation of data replication protocol based on Cuckoo search in mobile ad-hoc networks4
Ultrasonic physical layers as building blocks of IoT stacks4
A comprehensive pseudonym changing scheme for improving location privacy in vehicular networks4
A review of IoT systems to enable independence for the elderly and disabled individuals4
Security and privacy-preserving in e-health: A new framework for patient4
Securing massive IoT in 6G: Recent solutions, architectures, future directions4
Efficient job scheduling paradigm based on hybrid sparrow search algorithm and differential evolution optimization for heterogeneous cloud computing platforms4
A comparison of mechanisms for RTC in the context of IoT4
Online reverse engineering of CAN data4
A systematic literature review on attacks defense mechanisms in RPL-based 6LoWPAN of Internet of Things4
Internet of Things Design, Architectures and Protocols4
Effect of vehicle technical condition on real-time driving risk management in Internet of Vehicles: Design and performance evaluation of an integrated fuzzy-based system4
Addressing the cybersecurity vulnerabilities of advanced nanogrids: A practical framework4
CREASE: Certificateless and REused-pseudonym based Authentication Scheme for Enabling security and privacy in VANETs4
An integrated solution of software and hardware for environmental monitoring4
GROLL: Geographic Routing for Low Power and Lossy IoT Networks4
Generating an environmental awareness system for learning using IoT technology4
TADR-EAODV: A trust-aware dynamic routing algorithm based on extended AODV protocol for secure communications in wireless sensor networks4
A deep learning-based cow behavior recognition scheme for improving cattle behavior modeling in smart farming4
ModularFed: Leveraging modularity in federated learning frameworks4
A survey on device fingerprinting approach for resource-constraint IoT devices: Comparative study and research challenges4
Web-Based 3D and 3604
IoT-based prediction models in the environmental context: A systematic Literature Review4
IoFT-FIS: Internet of farm things based prediction for crop pest infestation using optimized fuzzy inference system4
A deep learning framework for target localization in error-prone environment4