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A Machine Learning SDN-Enabled Big Data Model for IoMT Systems

https://doi.org/10.3390/electronics10182228

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-13102-3_68openalex-snapshot

Big Data and IoT for Chronic Patients Monitoring

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A Survey on Research Challenges and Applications in Empowering the SDN-Based Internet of Things

inferredcites →https://doi.org/10.1007/s10586-021-03367-4openalex-snapshot

SDN–IoT empowered intelligent framework for industry 4.0 applications during COVID-19 pandemic

inferredcites →https://doi.org/10.1007/s11036-016-0784-7openalex-snapshot

Energy Savings Consumption on Public Wireless Networks by SDN Management

inferredcites →https://doi.org/10.1007/s11276-020-02470-5openalex-snapshot

Optimized mobility management protocol for the IoT based WBAN with an enhanced security

inferredcites →https://doi.org/10.1007/s40846-017-0349-7openalex-snapshot

IoT-Based Healthcare Framework for Biomedical Applications

inferredcites →https://doi.org/10.1016/j.comcom.2018.12.001openalex-snapshot

GMMR: A Gaussian mixture model based unsupervised machine learning approach for optimal routing in opportunistic IoT networks

inferredcites →https://doi.org/10.1016/j.comcom.2020.06.003openalex-snapshot

Energy-efficient and SDN-enabled routing algorithm for wireless body area networks

inferredcites →https://doi.org/10.1016/j.comcom.2021.01.013openalex-snapshot

A hybrid DL-driven intelligent SDN-enabled malware detection framework for Internet of Medical Things (IoMT)

inferredcites →https://doi.org/10.1016/j.comnet.2019.04.021openalex-snapshot

A novel cluster head selection technique for edge-computing based IoMT systems

inferredcites →https://doi.org/10.1016/j.compeleceng.2020.106738openalex-snapshot

Near real-time security system applied to SDN environments in IoT networks using convolutional neural network

inferredcites →https://doi.org/10.1016/j.future.2018.03.052openalex-snapshot

Convergence of IoT and product lifecycle management in medical health care

inferredcites →https://doi.org/10.1016/j.jiph.2020.06.027openalex-snapshot

Secure and energy-efficient framework using Internet of Medical Things for e-healthcare

inferredcites →https://doi.org/10.1016/j.jnca.2017.04.002openalex-snapshot

Internet of Things security: A survey

inferredcites →https://doi.org/10.1016/j.scs.2020.102370openalex-snapshot

Secure and resilient demand side management engine using machine learning for IoT-enabled smart grid

inferredcites →https://doi.org/10.1016/j.scs.2021.102779openalex-snapshot

Intelligent and secure edge-enabled computing model for sustainable cities using green internet of things

inferredcites →https://doi.org/10.1049/iet-ifs.2020.0086openalex-snapshot

SPCOR: a secure and privacy‐preserving protocol for mobile‐healthcare emergency to reap computing opportunities at remote and nearby

inferredcites →https://doi.org/10.1108/prr-08-2019-0027openalex-snapshot

Smart healthcare

inferredcites →https://doi.org/10.1109/34.400568openalex-snapshot

Mean shift, mode seeking, and clustering

inferredcites →https://doi.org/10.1109/access.2015.2437951openalex-snapshot

The Internet of Things for Health Care: A Comprehensive Survey

inferredcites →https://doi.org/10.1109/access.2018.2853985openalex-snapshot

Security and Privacy in Smart Cities: Challenges and Opportunities

inferredcites →https://doi.org/10.1109/access.2019.2922971openalex-snapshot

Secret Sharing-Based Energy-Aware and Multi-Hop Routing Protocol for IoT Based WSNs

inferredcites →https://doi.org/10.1109/access.2020.2976819openalex-snapshot

Energy Optimized Congestion Control-Based Temperature Aware Routing Algorithm for Software Defined Wireless Body Area Networks

inferredcites →https://doi.org/10.1109/access.2020.3026260openalex-snapshot

An Intrusion Detection System for Internet of Medical Things

inferredcites →https://doi.org/10.1109/comst.2017.2691551openalex-snapshot

Structural Health Monitoring Using Wireless Sensor Networks: A Comprehensive Survey

inferredcites →https://doi.org/10.1109/eict48899.2019.9068848openalex-snapshot

G-TBSA: A Generalized Lightweight Security Algorithm for IoT

inferredcites →https://doi.org/10.1109/icc40277.2020.9149180openalex-snapshot

LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations

inferredcites →https://doi.org/10.1109/iccsp.2017.8286656openalex-snapshot

Recent trends in wireless sensors for medical applications

inferredcites →https://doi.org/10.1109/icmcis52405.2021.9486399openalex-snapshot

Software-Defined Networking Applied in Tactical Networks: Problems, Solutions and Open Issues

inferredcites →https://doi.org/10.1109/jiot.2017.2767291openalex-snapshot

Evaluating Critical Security Issues of the IoT World: Present and Future Challenges

inferredcites →https://doi.org/10.1109/jiot.2019.2898113openalex-snapshot

IoT Big Data Security and Privacy Versus Innovation

inferredcites →https://doi.org/10.1109/jiot.2020.3020951openalex-snapshot

HUNA: A Method of Hierarchical Unsupervised Network Alignment for IoT

inferredcites →https://doi.org/10.1109/jsyst.2016.2630923openalex-snapshot

A Machine Learning-Based Protocol for Efficient Routing in Opportunistic Networks

inferredcites →https://doi.org/10.1109/mass.2015.100openalex-snapshot

Black SDN for the Internet of Things

inferredcites →https://doi.org/10.1109/mcom.2016.1600492cmopenalex-snapshot

EdgeIoT: Mobile Edge Computing for the Internet of Things

inferredcites →https://doi.org/10.1109/tmscs.2017.2710194openalex-snapshot

A Health Decision Support System for Disease Diagnosis Based on Wearable Medical Sensors and Machine Learning Ensembles

inferredcites →https://doi.org/10.1109/wmnc.2017.8248858openalex-snapshot

Lightweight algorithm for protecting SDN controller against DDoS attacks

inferredcites →https://doi.org/10.1145/3397679openalex-snapshot

A Novel Multiobjective GDWCN-PSO Algorithm and Its Application to Medical Data Security

inferredcites →https://doi.org/10.1145/359340.359342openalex-snapshot

A method for obtaining digital signatures and public-key cryptosystems

inferredcites →https://doi.org/10.3390/electronics10080918openalex-snapshot

SDN-Enabled Hybrid DL-Driven Framework for the Detection of Emerging Cyber Threats in IoT

inferredcites →https://doi.org/10.3390/s20092468openalex-snapshot

SASC: Secure and Authentication-Based Sensor Cloud Architecture for Intelligent Internet of Things

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/9781394212798.ch13openalex-snapshot

Resource‐Constrained Network Management Using Software‐Defined Networks

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Bilevel access control and constraint‐aware response provisioning in edge‐enabled software defined network‐internet of things network using the s afeguard authentication dynamic access control model

inferred← citeshttps://doi.org/10.1007/978-3-031-65522-7_62openalex-snapshot

Privacy Preservation for the IoMT Using Federated Learning and Blockchain Technologies

inferred← citeshttps://doi.org/10.1007/978-3-032-28171-5_4openalex-snapshot

Big Data and Internet of Marine Things (IoMTs): Opportunity, Challenges and Direction Trends

inferred← citeshttps://doi.org/10.1007/978-981-99-0236-1_40openalex-snapshot

Security and Privacy in IoMT-Based Digital Health care: A Survey

inferred← citeshttps://doi.org/10.1007/s00500-023-08417-0openalex-snapshot

RETRACTED ARTICLE: Cloud data transmission based on security and improved routing through hybrid machine learning techniques

inferred← citeshttps://doi.org/10.1007/s10115-025-02402-9openalex-snapshot

Multi-attention DeepCRNN: an efficient and explainable intrusion detection framework for Internet of Medical Things environments

inferred← citeshttps://doi.org/10.1007/s10586-025-05294-0openalex-snapshot

SDN layers verification and secure IoT data transmisson using HFYMAC and GLE-GRU

inferred← citeshttps://doi.org/10.1007/s11227-022-04453-zopenalex-snapshot

Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection

inferred← citeshttps://doi.org/10.1007/s11277-026-12144-8openalex-snapshot

Smart SDN-IoT Intrusion Detection for Healthcare via Hybrid Global Mask Transformer

inferred← citeshttps://doi.org/10.1007/s13369-024-08835-8openalex-snapshot

An Ensemble Edge Computing Approach for SD-IoT security Using Ensemble of Feature Selection Methods and Classification

inferred← citeshttps://doi.org/10.1016/j.bdr.2025.100534openalex-snapshot

Big data analytics for smart home energy management system based on IOMT using AHP and WASPAS

inferred← citeshttps://doi.org/10.1016/j.cose.2024.103907openalex-snapshot

Addressing security challenges in industry 4.0: AVA-MA approach for strengthening SDN-IoT network security

inferred← citeshttps://doi.org/10.1016/j.measen.2022.100580openalex-snapshot

Network intrusion detection in software defined networking with self-organized constraint-based intelligent learning framework

inferred← citeshttps://doi.org/10.1016/j.procs.2025.04.599openalex-snapshot

Investigation of Security Attacks in IoMT Devices and Federated Learning as a Mitigation Strategy

inferred← citeshttps://doi.org/10.1016/j.rineng.2024.103787openalex-snapshot

Transformative impacts of the internet of medical things on modern healthcare

inferred← citeshttps://doi.org/10.1038/s41598-024-57484-2openalex-snapshot

An IoT-based low-cost architecture for smart libraries using SDN

inferred← citeshttps://doi.org/10.1038/s41598-024-59846-2openalex-snapshot

A Deep Auto-Optimized Collaborative Learning (DACL) model for disease prognosis using AI-IoMT systems

inferred← citeshttps://doi.org/10.1038/s41598-026-37832-0openalex-snapshot

A hybrid XGBoost–SVM ensemble framework for robust cyber-attack detection in the internet of medical things (IoMT)

inferred← citeshttps://doi.org/10.1109/access.2024.3362239openalex-snapshot

Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges

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DQQS: Deep Reinforcement Learning-Based Technique for Enhancing Security and Performance in SDN-IoT Environments

inferred← citeshttps://doi.org/10.1109/globecom52923.2024.10901072openalex-snapshot

SDN-care: Deep Learning-assisted Software Defined Networking Framework for IoT-Healthcare

inferred← citeshttps://doi.org/10.1109/globecom54140.2023.10436839openalex-snapshot

Blockchain and Deep Learning-Based IDS for Securing SDN-Enabled Industrial IoT Environments

inferred← citeshttps://doi.org/10.1109/globecom54140.2023.10437852openalex-snapshot

RISP-SDN: Reputation Aware IoMT Service Provisioning Using SDN in Edge/Fog-Based Systems

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A Study on Advanced Networking using Intelligent Systems Applications

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Deep Learning for Enhanced IoMT Security: A GNN-BiLSTM Intrusion Detection System

inferred← citeshttps://doi.org/10.1109/iccworkshops57953.2023.10283774openalex-snapshot

AI-based Intelligent SDN Controller to Optimize Onion Routing Framework for IoMT Environment

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Pragmatic Analysis of IoMT Network Modelling Techniques from a Statistical Perspective

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Federated Learning for Getting the IoT Arrangement of Smart City Against Digital Threats

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A Multiprotocol Controller Deployment in SDN-Based IoMT Architecture

inferred← citeshttps://doi.org/10.1109/lanman66415.2025.11154492openalex-snapshot

Deployment of a Machine Learning-SDN Pipeline for IoT Threat Detection in Smart City Environments

inferred← citeshttps://doi.org/10.1109/smartiot66867.2025.00024openalex-snapshot

IoMT Patient Monitoring with Blockchain and Fog Computing: A Secure and Efficient Architecture

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Securing the IoT System of Smart City against Cyber Threats Using Deep Learning

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Advanced Machine Learning-Driven Cyber Attack Detection in the Internet of Medical Things (IoMT) Ecosystem

inferred← citeshttps://doi.org/10.32604/cmc.2024.052994openalex-snapshot

Security and Privacy Challenges in SDN-Enabled IoT Systems: Causes, Proposed Solutions, and Future Directions

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Adaptive Partial Task Offloading and Virtual Resource Placement in SDN/NFV-Based Network Softwarization

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A Survey of Machine Learning Techniques for Video Quality Prediction from Quality of Delivery Metrics

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Energy-Aware Next-Generation Mobile Routing Chains with Fog Computing for Emerging Applications

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Resilience in the Internet of Medical Things: A Review and Case Study

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Biserial Miyaguchi–Preneel Blockchain-Based Ruzicka-Indexed Deep Perceptive Learning for Malware Detection in IoMT

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Analysis of the Use of Artificial Intelligence in Software-Defined Intelligent Networks: A Survey

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Internet of Medical Things and the Evolution of Healthcare 4.0: Exploring Recent Trends

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Optimizing Energy-Efficient Resource Allocation in SDN/NFV Environments: A Comprehensive Investigation Using WASPAS Method

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Machine learning and deep learning approaches in IoT

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