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Security and privacy challenges, issues, and enhancing techniques for Internet of Medical Things: A systematic review

https://doi.org/10.1002/spy2.409
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What this work says

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

inferredcites →https://doi.org/10.1002/9781119769293.ch2openalex-snapshot
Issues and Challenges Related to Privacy and Security in Healthcare Using IoT, Fog, and Cloud Computing
inferredcites →https://doi.org/10.1007/11426639_27openalex-snapshot
Fuzzy Identity-Based Encryption
inferredcites →https://doi.org/10.1007/978-981-10-8612-0_66openalex-snapshot
A Design Framework for Instrumenting Analytic Provenance for Problem-Solving Tasks
inferredcites →https://doi.org/10.1007/s10207-021-00576-1openalex-snapshot
A systematic literature review on wearable health data publishing under differential privacy
inferredcites →https://doi.org/10.1007/s10209-022-00937-0openalex-snapshot
Usage and impact of the internet-of-things-based smart home technology: a quality-of-life perspective
inferredcites →https://doi.org/10.1007/s10796-021-10116-wopenalex-snapshot
Privacy Enhancing Techniques in the Internet of Things Using Data Anonymisation
inferredcites →https://doi.org/10.1007/s10916-015-0341-0openalex-snapshot
A Lightweight Encryption Scheme Combined with Trust Management for Privacy-Preserving in Body Sensor Networks
inferredcites →https://doi.org/10.1007/s10916-015-0362-8openalex-snapshot
A Secure ECC-based RFID Mutual Authentication Protocol to Enhance Patient Medication Safety
inferredcites →https://doi.org/10.1007/s10916-016-0596-0openalex-snapshot
Analysis of Security Protocols for Mobile Healthcare
inferredcites →https://doi.org/10.1007/s10916-016-0615-1openalex-snapshot
A Provably-Secure Transmission Scheme for Wireless Body Area Networks
inferredcites →https://doi.org/10.1007/s10916-016-0621-3openalex-snapshot
Patient-Controlled Attribute-Based Encryption for Secure Electronic Health Records System
inferredcites →https://doi.org/10.1007/s12652-019-01387-yopenalex-snapshot
Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection
inferredcites →https://doi.org/10.1007/s40747-022-00756-zopenalex-snapshot
A systematic review of homomorphic encryption and its contributions in healthcare industry
inferredcites →https://doi.org/10.1007/s41635-017-0029-7openalex-snapshot
Internet-of-Things Security and Vulnerabilities: Taxonomy, Challenges, and Practice
inferredcites →https://doi.org/10.1007/s41666-020-00082-4openalex-snapshot
Federated Learning for Healthcare Informatics
inferredcites →https://doi.org/10.1016/j.bushor.2015.03.008openalex-snapshot
The Internet of Things (IoT): Applications, investments, and challenges for enterprises
inferredcites →https://doi.org/10.1016/j.compeleceng.2019.04.017openalex-snapshot
Securing electronics healthcare records in Healthcare 4.0 : A biometric-based approach
inferredcites →https://doi.org/10.1016/j.cose.2020.101863openalex-snapshot
IoT malicious traffic identification using wrapper-based feature selection mechanisms
inferredcites →https://doi.org/10.1016/j.csi.2023.103720openalex-snapshot
Privacy preserving Federated Learning framework for IoMT based big data analysis using edge computing
inferredcites →https://doi.org/10.1016/j.eij.2020.07.003openalex-snapshot
Security and privacy of electronic health records: Concerns and challenges
inferredcites →https://doi.org/10.1016/j.future.2013.01.010openalex-snapshot
Internet of Things (IoT): A vision, architectural elements, and future directions
inferredcites →https://doi.org/10.1016/j.future.2015.01.009openalex-snapshot
Healing on the cloud: Secure cloud architecture for medical wireless sensor networks
inferredcites →https://doi.org/10.1016/j.future.2016.07.019openalex-snapshot
A secure and efficient Ciphertext-Policy Attribute-Based Signcryption for Personal Health Records sharing in cloud computing
inferredcites →https://doi.org/10.1016/j.future.2016.08.008openalex-snapshot
Cost-effective secure E-health cloud system using identity based cryptographic techniques
inferredcites →https://doi.org/10.1016/j.future.2016.08.011openalex-snapshot
Research issues for privacy and security of electronic health services
inferredcites →https://doi.org/10.1016/j.future.2016.11.033openalex-snapshot
A lightweight multi-layer authentication protocol for wireless body area networks
inferredcites →https://doi.org/10.1016/j.future.2016.12.027openalex-snapshot
Secure and fine-grained access control on e-healthcare records in mobile cloud computing
inferredcites →https://doi.org/10.1016/j.future.2018.01.003openalex-snapshot
Privacy-preserving fusion of IoT and big data for e-health
inferredcites →https://doi.org/10.1016/j.future.2018.04.027openalex-snapshot
Security, privacy and trust of different layers in Internet-of-Things (IoTs) framework
inferredcites →https://doi.org/10.1016/j.future.2019.12.028openalex-snapshot
Securing internet of medical things systems: Limitations, issues and recommendations
inferredcites →https://doi.org/10.1016/j.inffus.2023.102060openalex-snapshot
Insights into Internet of Medical Things (IoMT): Data fusion, security issues and potential solutions
inferredcites →https://doi.org/10.1016/j.infsof.2010.03.006openalex-snapshot
Systematic literature reviews in software engineering – A tertiary study
inferredcites →https://doi.org/10.1016/j.iot.2024.101351openalex-snapshot
CICIoMT2024: A benchmark dataset for multi-protocol security assessment in IoMT
inferredcites →https://doi.org/10.1016/j.jbi.2014.04.003openalex-snapshot
Private predictive analysis on encrypted medical data
inferredcites →https://doi.org/10.1016/j.jbi.2017.01.012openalex-snapshot
A risk-based framework for biomedical data sharing
inferredcites →https://doi.org/10.1016/j.jcot.2020.05.011openalex-snapshot
Internet of Medical Things (IoMT) for orthopaedic in COVID-19 pandemic: Roles, challenges, and applications
inferredcites →https://doi.org/10.1016/j.jii.2016.03.004openalex-snapshot
The internet of things in healthcare: An overview
inferredcites →https://doi.org/10.1016/j.jisa.2021.102761openalex-snapshot
Elliptic Curve Cryptography based authentication scheme for Internet of Medical Things
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.jobcr.2021.11.010openalex-snapshot
Potential of Internet of Medical Things (IoMT) applications in building a smart healthcare system: A systematic review
inferredcites →https://doi.org/10.1016/j.procs.2017.08.265openalex-snapshot
The IoT-based heart disease monitoring system for pervasive healthcare service
inferredcites →https://doi.org/10.1016/j.scs.2021.103322openalex-snapshot
An anonymous device to device access control based on secure certificate for internet of medical things systems
inferredcites →https://doi.org/10.1049/cmu2.12301openalex-snapshot
A review on security threats, vulnerabilities, and counter measures of 5G enabled Internet‐of‐Medical‐Things
inferredcites →https://doi.org/10.1080/02564602.2021.1927863openalex-snapshot
Internet of Medical Things (IoMT): Overview, Emerging Technologies, and Case Studies
inferredcites →https://doi.org/10.1080/08839514.2021.1987709openalex-snapshot
Privacy Preserving Parallel Clustering Based Anonymization for Big Data Using MapReduce Framework
inferredcites →https://doi.org/10.1088/1742-6596/1913/1/012145openalex-snapshot
An IoT Framework for Healthcare Monitoring System
inferredcites →https://doi.org/10.1097/jbr.0000000000000099openalex-snapshot
A differential privacy protection query language for medical data: a proof-of-concept system validation
inferredcites →https://doi.org/10.1109/access.2018.2817615openalex-snapshot
Secure Medical Data Transmission Model for IoT-Based Healthcare Systems
inferredcites →https://doi.org/10.1109/access.2018.2841972openalex-snapshot
Anonymous Authentication Scheme for Smart Cloud Based Healthcare Applications
inferredcites →https://doi.org/10.1109/access.2018.2871170openalex-snapshot
A Lightweight Policy Preserving EHR Sharing Scheme in the Cloud
inferredcites →https://doi.org/10.1109/access.2019.2899323openalex-snapshot
Secure Edge of Things for Smart Healthcare Surveillance Framework
inferredcites →https://doi.org/10.1109/access.2019.2919982openalex-snapshot
Security and Privacy-Preserving Challenges of e-Health Solutions in Cloud Computing
inferredcites →https://doi.org/10.1109/access.2019.2929298openalex-snapshot
A Secure and High Visual-Quality Framework for Medical Images by Contrast-Enhancement Reversible Data Hiding and Homomorphic Encryption
inferredcites →https://doi.org/10.1109/access.2019.2932609openalex-snapshot
Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
inferredcites →https://doi.org/10.1109/access.2019.2944951openalex-snapshot
A SQL Injection Detection Method Based on Adaptive Deep Forest
inferredcites →https://doi.org/10.1109/access.2019.2950849openalex-snapshot
Survey: Cybersecurity Vulnerabilities, Attacks and Solutions in the Medical Domain
inferredcites →https://doi.org/10.1109/access.2019.2960617openalex-snapshot
Security and Privacy for the Internet of Medical Things Enabled Healthcare Systems: A Survey
inferredcites →https://doi.org/10.1109/access.2022.3185049openalex-snapshot
Industrial Internet of Things: Requirements, Architecture, Challenges, and Future Research Directions
inferredcites →https://doi.org/10.1109/access.2023.3281655openalex-snapshot
Improving Security Architecture of Internet of Medical Things: A Systematic Literature Review
inferredcites →https://doi.org/10.1109/aiccsa.2017.194openalex-snapshot
Towards a Semantic Medical Internet of Things
inferredcites →https://doi.org/10.1109/bibe.2019.00169openalex-snapshot
Privacy Protection with Pseudonymization and Anonymization In a Health IoT System: Results from OCARIoT
inferredcites →https://doi.org/10.1109/cando-epe54223.2021.9667929openalex-snapshot
Challenges of Internet of Medical Things for Electronic Healthcare
inferredcites →https://doi.org/10.1109/comst.2019.2914094openalex-snapshot
Security Vulnerabilities, Attacks, Countermeasures, and Regulations of Networked Medical Devices—A Review
inferredcites →https://doi.org/10.1109/comst.2019.2944748openalex-snapshot
Differential Privacy Techniques for Cyber Physical Systems: A Survey
inferredcites →https://doi.org/10.1109/dcoss.2019.00091openalex-snapshot
Review of Security and Privacy for the Internet of Medical Things (IoMT)
inferredcites →https://doi.org/10.1109/gcwkshps52748.2021.9682118openalex-snapshot
Federated Transfer Learning-Based IDS for the Internet of Medical Things (IoMT)
inferredcites →https://doi.org/10.1109/icnlp58431.2023.00069openalex-snapshot
An Improved Anonymous Authentication Scheme for Internet of Medical Things Based on Elliptic Curve Cryptography
inferredcites →https://doi.org/10.1109/icst46873.2019.9047745openalex-snapshot
Towards Machine Learning Enabled Security Framework for IoT-based Healthcare
inferredcites →https://doi.org/10.1109/isi.2017.8004903openalex-snapshot
Assessing medical device vulnerabilities on the Internet of Things
inferredcites →https://doi.org/10.1109/itng.2010.104openalex-snapshot
The Internet of Things for Ambient Assisted Living
inferredcites →https://doi.org/10.1109/iwcmc.2017.7986505openalex-snapshot
A review of security challenges, attacks and resolutions for wireless medical devices
inferredcites →https://doi.org/10.1109/jbhi.2014.2344095openalex-snapshot
Systematic Poisoning Attacks on and Defenses for Machine Learning in Healthcare
inferredcites →https://doi.org/10.1109/jbhi.2018.2850304openalex-snapshot
Unified Fine-Grained Access Control for Personal Health Records in Cloud Computing
inferredcites →https://doi.org/10.1109/jbhi.2018.2864796openalex-snapshot
Finger-to-Heart (F2H): Authentication for Wireless Implantable Medical Devices
inferredcites →https://doi.org/10.1109/jbhi.2022.3167256openalex-snapshot
Federated Learning for IoMT Applications: A Standardization and Benchmarking Framework of Intrusion Detection Systems
inferredcites →https://doi.org/10.1109/jbhi.2022.3181823openalex-snapshot
Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey
inferredcites →https://doi.org/10.1109/jiot.2018.2873343openalex-snapshot
Recent Advances in Information-Centric Networking-Based Internet of Things (ICN-IoT)
inferredcites →https://doi.org/10.1109/jiot.2019.2917186openalex-snapshot
Achieving Searchable and Privacy-Preserving Data Sharing for Cloud-Assisted E-Healthcare System
inferredcites →https://doi.org/10.1109/jsen.2016.2633973openalex-snapshot
Ideas and Challenges for Securing Wireless Implantable Medical Devices: A Review
inferredcites →https://doi.org/10.1109/mcc.2016.28openalex-snapshot
The Quest for Privacy in the Internet of Things
inferredcites →https://doi.org/10.1109/ojcs.2020.2992630openalex-snapshot
Federated Learning for Vehicular Internet of Things: Recent Advances and Open Issues
inferredcites →https://doi.org/10.1109/punecon.2018.8745425openalex-snapshot
Anonymization Techniques for Protecting Privacy: A Survey
inferredcites →https://doi.org/10.1109/raics.2015.7488451openalex-snapshot
An implementation of IoT for healthcare
inferredcites →https://doi.org/10.1109/snams.2019.8931716openalex-snapshot
HealthGuard: A Machine Learning-Based Security Framework for Smart Healthcare Systems
inferredcites →https://doi.org/10.1109/tcc.2015.2485199openalex-snapshot
Cloud-Based Fine-Grained Health Information Access Control Framework for LightweightIoT Devices with Dynamic Auditing andAttribute Revocation
inferredcites →https://doi.org/10.1109/tdsc.2017.2698472openalex-snapshot
Anonymization of Sensitive Quasi-Identifiers for l-Diversity and t-Closeness
inferredcites →https://doi.org/10.1109/tii.2017.2687618openalex-snapshot
Private and Secured Medical Data Transmission and Analysis for Wireless Sensing Healthcare System
inferredcites →https://doi.org/10.1145/3214303openalex-snapshot
A Survey on Homomorphic Encryption Schemes
inferredcites →https://doi.org/10.1145/3298981openalex-snapshot
Federated Machine Learning
inferredcites →https://doi.org/10.1145/3382769openalex-snapshot
The Security of Medical Data on Internet Based on Differential Privacy Technology
inferredcites →https://doi.org/10.1145/3428152openalex-snapshot
Privacy-preserving Federated Deep Learning for Wearable IoT-based Biomedical Monitoring
inferredcites →https://doi.org/10.1145/3453176openalex-snapshot
A Survey on Security and Privacy Issues in Modern Healthcare Systems
inferredcites →https://doi.org/10.1155/2015/259682openalex-snapshot
A Review of Differential Privacy in Individual Data Release
inferredcites →https://doi.org/10.1155/2018/5978636openalex-snapshot
Security and Privacy in the Medical Internet of Things: A Review
inferredcites →https://doi.org/10.1155/2019/4568368openalex-snapshot
Investigating Brute Force Attack Patterns in IoT Network
inferredcites →https://doi.org/10.1155/2020/3910250openalex-snapshot
Applying Deep Neural Networks over Homomorphic Encrypted Medical Data
inferredcites →https://doi.org/10.1155/2020/6647562openalex-snapshot
A Privacy-Protection Model for Patients
inferredcites →https://doi.org/10.1155/2022/5642026openalex-snapshot
The Systematic Literature Review of Privacy-Preserving Solutions in Smart Healthcare Environment
inferredcites →https://doi.org/10.11591/ijece.v8i5.pp2753-2761openalex-snapshot
Challenges and Opportunities of Internet of Things in Healthcare
inferredcites →https://doi.org/10.1177/15501477211042543openalex-snapshot
MPDP k-medoids: Multiple partition differential privacy preserving k-medoids clustering for data publishing in the Internet of Medical Things
inferredcites →https://doi.org/10.1186/s40537-018-0124-9openalex-snapshot
Differential privacy: its technological prescriptive using big data
inferredcites →https://doi.org/10.12720/jcm.12.4.240-247openalex-snapshot
Internet of Medical Things (IOMT): Applications, Benefits and Future Challenges in Healthcare Domain
inferredcites →https://doi.org/10.12720/jcm.17.11.900-918openalex-snapshot
Architecture, Protocols, and Applications of the Internet of Medical Things (IoMT)
inferredcites →https://doi.org/10.1561/0400000042openalex-snapshot
The Algorithmic Foundations of Differential Privacy
inferredcites →https://doi.org/10.2139/ssrn.3690815openalex-snapshot
The Role of the Internet of Things in Health Care: A Systematic and Comprehensive Study
inferredcites →https://doi.org/10.29304/jqcm.2022.14.1.882openalex-snapshot
Security and Privacy in IoT Healthcare System: A systematic review
inferredcites →https://doi.org/10.32604/iasc.2022.023763openalex-snapshot
Federated Learning for Privacy-Preserved Medical Internet of Things
inferredcites →https://doi.org/10.3389/fmed.2021.784455openalex-snapshot
Data Integration Challenges for Machine Learning in Precision Medicine
inferredcites →https://doi.org/10.3389/frobt.2021.610653openalex-snapshot
Perspective: Wearable Internet of Medical Things for Remote Tracking of Symptoms, Prediction of Health Anomalies, Implementation of Preventative Measures, and Control of Virus Spread During the Era of COVID-19
inferredcites →https://doi.org/10.3390/app12041927openalex-snapshot
Data Protection and Privacy of the Internet of Healthcare Things (IoHTs)
inferredcites →https://doi.org/10.3390/electronics8101081openalex-snapshot
Internet of Things Architectures, Technologies, Applications, Challenges, and Future Directions for Enhanced Living Environments and Healthcare Systems: A Review
inferredcites →https://doi.org/10.3390/ijerph18189668openalex-snapshot
A Comprehensive Survey on Security and Privacy for Electronic Health Data
inferredcites →https://doi.org/10.3390/s19051114openalex-snapshot
Intelligent and Dynamic Ransomware Spread Detection and Mitigation in Integrated Clinical Environments
inferredcites →https://doi.org/10.3390/s20072131openalex-snapshot
Mining Massive E-Health Data Streams for IoMT Enabled Healthcare Systems
inferredcites →https://doi.org/10.3390/s20174828openalex-snapshot
Security in IoMT Communications: A Survey
inferredcites →https://doi.org/10.3390/s23094200openalex-snapshot
Intelligent Healthcare: Integration of Emerging Technologies and Internet of Things for Humanity
inferredcites →https://doi.org/10.3390/su132111645openalex-snapshot
Security and Privacy Issues in Medical Internet of Things: Overview, Countermeasures, Challenges and Future Directions
inferredcites →https://doi.org/10.4018/978openalex-snapshot
Towards a Multi-Dimensional Model of Digital Competence in Small- and Medium-Sized Enterprises
inferredcites →https://doi.org/10.4018/978-1-5225-2486-1.ch009openalex-snapshot
Differential Privacy Approach for Big Data Privacy in Healthcare
inferredcites →https://doi.org/10.4018/ijehmc.2014010102openalex-snapshot
Anomaly Detection in Medical Wireless Sensor Networks using SVM and Linear Regression Models
inferredcites →https://doi.org/10.4018/ijssci.285593openalex-snapshot
Security of Cloud-Based Medical Internet of Things (MIoTs)
inferredcites →https://doi.org/10.4258/hir.2016.22.3.156openalex-snapshot
Medical Internet of Things and Big Data in Healthcare
inferredcites →https://doi.org/10.5120/ijca2020919916openalex-snapshot
Internet of Things (IoT) and its Applications: A Survey
inferredcites →https://doi.org/10.54060/jieee.2023.101openalex-snapshot
Internet of Medical Things: Architecture, Applications and Challenges
inferredcites →https://doi.org/10.58496/mjcsc/2022/007openalex-snapshot
Security and Privacy in IoT-based Healthcare Systems: A Review

What points at this work

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

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Federated Learning for Secure and Privacy‐Aware Internet of Medical Things: Taxonomy, Emerging Applications, Open Challenges, and Future Directions
inferred← citeshttps://doi.org/10.1002/spy2.70116openalex-snapshot
FedHealthcare : Federated Learning and Lightweight Additive Homomorphic Encryption‐Based Privacy‐Preserving Healthcare
inferred← citeshttps://doi.org/10.1002/spy2.70210openalex-snapshot
A Hybrid Keyless Encryption Framework for Scalable and Privacy‐Preserving IoMT Systems
inferred← citeshttps://doi.org/10.1007/978-981-96-7514-2_12openalex-snapshot
Ethical, Security, and Privacy Considerations for Internet of Medical Things Adoption for Developing Countries
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An advanced data analytics approach to a cognitive cyber-physical system for the identification and mitigation of cyber threats in the medical internet of things (MIoT)
inferred← citeshttps://doi.org/10.1007/s12083-025-01932-xopenalex-snapshot
A data-driven cognitive cyber-physical systems for cyber threat mitigation in medical internet of things
inferred← citeshttps://doi.org/10.1007/s12083-025-02161-yopenalex-snapshot
Lightweight authentication framework for iot-centric smart healthcare systems
inferred← citeshttps://doi.org/10.1007/s41870-025-02762-zopenalex-snapshot
AI-driven intrusion detection and mitigation of flooding attacks in SDN-based 5G IoMT networks
inferred← citeshttps://doi.org/10.1007/s43926-025-00174-wopenalex-snapshot
Integrating emotional AI, IoT, and robotics for patient-centered healthcare: challenges and future directions
inferred← citeshttps://doi.org/10.1007/s44443-026-00586-wopenalex-snapshot
A comprehensive survey on security and privacy in IoMT-driven smart healthcare: security attacks, mitigation measures, and future research direction
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Security challenges and solutions in Internet of Medical Things (IoMT) communication: A review
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Using AI to improve the security of the Internet of Medical Things: A thorough analysis
inferred← citeshttps://doi.org/10.1016/b978-0-443-34109-0.00007-3openalex-snapshot
Reidentification risks in distributed differentially private data leveraging large language models
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Cybersecurity policy trade-offs in the internet of medical things
inferred← citeshttps://doi.org/10.1016/j.iot.2026.102047openalex-snapshot
TrustLLM-IoMT: An LLM-based trust model for Byzantine-resilient federated learning in internet of medical things
inferred← citeshttps://doi.org/10.1016/j.iot.2026.102101openalex-snapshot
SARA-SHS: A lightweight secure adjacent ring aggregation for federated IDS in IoMT environments
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Healthcare data security research in the digital age (1995–2025): a bibliometric study
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Enhancing Cybersecurity in Healthcare IoT Systems Using Reinforcement Learning
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A Secure and Efficient Framework for ECG Signal Digitization and Encryption for Internet of Medical Things Applications
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AI-Powered IoT: A Survey on Integrating Artificial Intelligence With IoT for Enhanced Security, Efficiency, and Smart Applications
inferred← citeshttps://doi.org/10.1109/access.2025.3587016openalex-snapshot
Optimizing Secure and Efficient Data Aggregation in IoMT Using NSGA-II
inferred← citeshttps://doi.org/10.1109/access.2025.3596693openalex-snapshot
Trusted Blockchain-Based Clinical Decision and Medication Management System for Movement Disorders
inferred← citeshttps://doi.org/10.1109/ci2a69097.2026.11576926openalex-snapshot
Zero Trust for Resource-Constrained IoMT: A Review of Lightweight Frameworks and Energy-Efficient Protocols
inferred← citeshttps://doi.org/10.1109/etcm67548.2025.11304419openalex-snapshot
IoMT Device Security: Systematic Review of Threats, Vulnerabilities, Attacks and Mitigation Strategies
inferred← citeshttps://doi.org/10.1109/icecet65726.2026.11632561openalex-snapshot
Design and Implementation of a Real-Time IoMT-Based Remote Patient Monitoring System Using Adaptive ECG Feature Extraction
inferred← citeshttps://doi.org/10.1109/icicacs68679.2026.11578875openalex-snapshot
Adaptive Secure Federated Learning Privacy-Preserving Framework for Healthcare Ecosystem
inferred← citeshttps://doi.org/10.1109/icis64839.2024.10887510openalex-snapshot
Securing Healthcare with Deep Learning: A CNN-Based Model for Medical IoT Threat Detection
inferred← citeshttps://doi.org/10.1109/iot-siu65919.2025.11402678openalex-snapshot
A Systematic Review on Emerging Technologies, Applications and Challenges in the Internet of Medical Things (IoMT)
inferred← citeshttps://doi.org/10.1109/jbhi.2025.3614874openalex-snapshot
Blockchain-Enabled Secure Signature Scheme With Quantum Key Distribution for IoMT-Based Healthcare Systems
inferred← citeshttps://doi.org/10.1109/jiot.2025.3602122openalex-snapshot
Multi-Agent Reinforcement Learning-Based UAV Path and Resource Allocation for Ground-to-air Communication Network
inferred← citeshttps://doi.org/10.1109/jsen.2026.3721780openalex-snapshot
Lightweight GA-Optimized H-HEDPAF Algorithm With mRMR for Robust ECG Detection in Secure IoT Medical Sensing
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Privacy Enhanced Edge-AI Healthcare Devices Authentication: A Federated Learning Approach
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Integrated Wearable Systems for Secure Consumer Healthcare: Safeguarding Against AI-Powered Data Breaches
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MGIDS : A Graph-based Intrusion Detection System for MQTT-based IoT Networks
inferred← citeshttps://doi.org/10.1186/s13634-026-01305-3openalex-snapshot
IoT-enabled ECG signal preprocessing and CNN-based classification: a novel approach for enhanced healthcare monitoring
inferred← citeshttps://doi.org/10.2139/ssrn.5073958openalex-snapshot
Strengthening Security in the Internet of Medical Things: Fgsm-Driven Adversarial Training for Hybrid Lr-Bilstm Intrusion Detection Systems
inferred← citeshttps://doi.org/10.3389/frai.2026.1934767openalex-snapshot
Attention-enhanced deep learning model for MQTT intrusion detection in internet of medical things
inferred← citeshttps://doi.org/10.3390/app152312568openalex-snapshot
CoFT: A Fair and Transparent Compensation Framework for Hierarchical Federated Learning
inferred← citeshttps://doi.org/10.3390/healthcare13202553openalex-snapshot
Healthcare 5.0-Driven Clinical Intelligence: The Learn-Predict-Monitor-Detect-Correct Framework for Systematic Artificial Intelligence Integration in Critical Care
inferred← citeshttps://doi.org/10.3390/math13182954openalex-snapshot
SAFE-MED for Privacy-Preserving Federated Learning in IoMT via Adversarial Neural Cryptography
inferred← citeshttps://doi.org/10.3390/s25195966openalex-snapshot
Toward Efficient Health Data Identification and Classification in IoMT-Based Systems
inferred← citeshttps://doi.org/10.36948/ijfmr.2025.v07i02.39585openalex-snapshot
Security Impacts Of Edge Computing On Cloud Infrastructure
inferred← citeshttps://doi.org/10.4018/979-8-3693-6180-1.ch018openalex-snapshot
Navigating Privacy and Security in Internet of Medical Things With Machine-to-Machine Interactions
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