Securing internet of medical things systems: limitations, issues and recommendations
Yaacoub, Jean-Paul A., Noura, Mohamad, Noura, Hassan N., Salman, Ola, Yaacoub, Elias, Couturier, Raphaël, Chehab, Ali·2020·Future Generation Computer Systems
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- AI for IoMT security: a comprehensive survey of intrusion detection and system architecturesMohammed Yacoubi, Omar Moussaoui, Cyril Drocourt · 2026 · Internet of Things
- SNN-IoMT: A Novel AI-Driven Model for Intrusion Detection in Internet of Medical ThingsMourad Benmalek, Abdessamed Seddiki, Kamel-Dine Haouam · 2025 · Computer Modeling in Engineering & Sciences
- Efficient Verifiable Unbounded-Size Database From Authenticated Matrix CommitmentHaining Yang, Dengguo Feng, Jing Qin · 2022 · IEEE Transactions on Dependable and Secure Computing
- A Single-Pass and One-Round Message Authentication Encryption for Limited IoT DevicesHassan Noura, Ola Salman, Raphaël Couturier, Ali Chehab · 2022 · IEEE Internet of Things Journal
- Towards a New Cyberdefense Generation: Proposition of an Intelligent Cybersecurity Framework for Malware AttacksIkram Ben Abdel Ouahab, Mohammed Bouhorma, Lotfi Elaachak, Boudhir Anouar Abdelhakim · 2020 · Recent Advances in Computer Science and Communications
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- Improving cyber-attack detection in Internet of Medical Things using ensemble deep learning methodsWu Wang, Fouzi Harrou, Sidi‐Mohammed Senouci, Sun Ying · 2025 · Cluster Computing
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- An Efficient Fog-Based Attack Detection Using Ensemble of MOA-WMA for Internet of Medical ThingsShilan S. Hameed, Wan Haslina Hassan, Liza Abdul Latiff · 2021 · Lecture notes on data engineering and communications technologies
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- Nesnelerin interneti ortamlarında derin öğrenme ve makine öğrenmesi tabanlı anomali tespitiAli GÖKDEMR, Ali Çalhan · 2022 · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
- A Multifactor Ring Signature based Authentication Scheme for Quality Assessment of IoMT Environment in COVID-19 ScenarioKakali Chatterjee, Ashish Pratap Singh, Neha Neha, Keping Yu · 2023 · Journal of Data and Information Quality
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- Novel one round message authentication scheme for constrained IoT devicesNoura, Hassan N., Salman, Ola, Couturier, Raphaël, Chehab, Ali · 2022 · Journal of Ambient Intelligence and Humanized Computing
- Exploring the import of mechatronics engineering in medicine: a reviewOluwaseun O. Martins, Christiaan Coenrad Oosthuizen, Dawood Ahmed Desai · 2025 · Beni-Suef University Journal of Basic and Applied Sciences
- Revolutionizing patient care: The synergy of IoT and machine learning in smart healthcareHarshal A. Sanghvi, Divya Gangwani, Ali A. Mohamed, Pranshav Gajjar, Om Prakash Patel, Abhijit S. Pandya · 2024 · Advances in computers
- National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value viewChih-Hao Yang, Yen-Yu Liu, Chia-Hsin Chiang, Ya-Wen Su · 2022 · Annals of Operations Research
- Collusion-resistant and privacy-preserving data sharing scheme on outsourced data in e-healthcare systemChanchal Maurya, Vijay Kumar Chaurasiya · 2023 · Multimedia Tools and Applications
- Enhancing Cloud Security: An Optimization-based Deep Learning Model for Detecting Denial-of-Service AttacksLamia Alhazmi · 2023 · International Journal of Advanced Computer Science and Applications
- Priority-Aware SDN Orchestration for Surgical IoMT: A Joint Optimization of Hit Ratio and Latency With Dynamic Resource ReallocationYalda Safaei, Pouria Arefijamal, Mahdi Siamaki, Bardia Safaei · 2025 · IEEE Access
- Energy-efficient IoT-based tracking and management system for patients with cognitive diseasesRadwa Ahmed Osman · 2025 · Journal of Network and Computer Applications
- Security Challenges and Analysis Tools in Internet of Health Things: A Comprehensive ReviewEnas Wahab Abood, Ali Adil Yassin, Zaid Ameen Abduljabbar, Vincent Omollo Nyangaresi, Iman Qays Abduljaleel, Abdulla J. Y. Aldarwish, Husam A. Neamah · 2025 · Computers, materials & continua/Computers, materials & continua (Print)
- Energy-efficient communication between IoMT devices and emergency vehicles for improved patient careRadwa Ahmed Osman · 2025 · PLoS ONE
- An efficient lightweight encryption model with re‐encryption scheme to create robust blockchain architecture for COVID ‐19 dataChandini Avula Gopalakrishna, Prabhugoud I. Basarkod · 2022 · Transactions on Emerging Telecommunications Technologies
- Detection of Malicious Traffic in IoMT Environment Using Intelligent XGboost ApproachYugandhar Manchala, Janmenjoy Nayak, Himansu Sekhar Behera · 2023 · OPJU International Technology Conference on Smart Computing for Innovation and Advancement in Industry (OTCON)
- A Systematic Review on the Internet of Medical Things: Techniques, Open Issues, and Future DirectionsApurva Sonavane, Aditya Khamparia, Deepak Kumar Gupta · 2023 · Computer Modeling in Engineering & Sciences
- Revolutionary of secure lightweight energy efficient routing protocol for internet of medical things: a reviewBakkaiahgari Padma Vijetha Dev, K. Venkata Prasad · 2023 · Multimedia Tools and Applications
- eNightTrack: Restraint-Free Depth-Camera-Based Surveillance and Alarm System for Fall Prevention Using Deep Learning TrackingYe-Jiao Mao, Andy Yiu-Chau Tam, Queenie Tsung Kwan Shea, Yong‐Ping Zheng, James Chung‐Wai Cheung · 2023 · Algorithms
- Fog Computing and Blockchain-Based IoMT for Personalized HealthcareJay Prakash Maurya, Manoj Kumar, Vinesh Kumar · 2024 · Advances in information security, privacy, and ethics book series
- Multi-Factor Authentication Application Assessment: Risk Assessment of Expert-Recommended MFA Mobile ApplicationsKevin L. Jensen, Faiza Tazi, Sanchari Das · 2021 · SSRN Electronic Journal
- Towards Building Multi-factor Authentication Scheme for Users in the Healthcare Sector Based on Blockchain TechnologyMuwafaq Jawad, Ali Adil Yassin, Hamid Alasadi, Zaid Ameen Abduljabbar, Vincent Omollo Nyangaresi · 2024 · Lecture notes in networks and systems
- Homomorphic cryptography: Challenges and perspectivesKhalil Hariss, Jean-Paul A. Yaacoub, Hassan Noura · 2025 · Computer Science Review
- Ascon-Based Lightweight and Robust Authentication Scheme for IoT-Enabled Healthcare SystemHyun-Ah Jang, Deokkyu Kwon, Youngho Park · 2026 · IEEE Internet of Things Journal
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- Fault Tolerance and Security Management in IoMTRachida Hireche, Houssem Mansouri, Al‐Sakib Khan Pathan · 2022 · Springer eBooks
- Emerging Cyber Threats in Healthcare: A Study of Attacks in IoMT EcosystemsSunayana Das, Tushar Kanta Samal, Bhabendu Kumar Mohanta, Aishwarya Gajanan Nayak · 2023 · International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)
- A Lightweight Identity-Based Network Coding Scheme for Internet of Medical ThingsKuan Wang, Mingxuan Song, Genqing Bian, Bilin Shao, Kaiqi Huang · 2024 · Electronics
- Addressing Security in IoMT Systems: A Blockchain Consensus ApproachSunayana Das, Tushar Kanta Samal, Bhabendu Kumar Mohanta · 2024 · International Conference on Computing, Communication and Networking Technologies (ICCCNT)
- Secure and Privacy-Aware Intelligent Healthcare Systems: A ReviewJ. Antony Vijay, C. D. Prem Kumar, B. Gomathi · 2022 · Springer eBooks
- Information Protection in Complexes with Unmanned Aerial Vehicles Using Moving Target TechnologyV. A. Pikov, Анатолий Вячеславович Ряпухин, Daniela S. Veas Iniesta · 2023 · Inventions
- Impact Of Availability Attacks On Enabling IoT Based Healthcare ApplicationsAbdullah Ali Jawad Al-Abadi, Mbarka Belhaj Mohamed, Ahmed Fakhfakh · 2023 · International Wireless Communications and Mobile Computing Conference (IWCMC)
- Artificial Intelligence driven Intrusion Detection Framework for the Internet of Medical ThingsPrashant Giridhar Shambharkar, Nikhil Sharma · 2023 · Research Square
- Intelligent Computational Edge: From Pervasive Computing and Internet of Things to Computing ContinuumRadmila Juric · 2023
- PriFed-IDS: A Privacy-Preserving Federated Reinforcement Learning Framework for Secure and Intelligent Intrusion Detection in Digital Health SystemsSiyao Fu, Haoyu Xu, Asif Ali, Saba Sajid · 2025 · Electronics
- Intelligent Fusion: A Resilient Anomaly Detection Framework for IoMT Health DevicesFlavio Pastore, Raja Waseem Anwar, Nafaa Hadi Jabeur, Saqib Ali · 2026 · Information
- Toward trustworthy digital healthcare: A system-level convergence of IoMT, large language models, and explainable AIMaria Bashir, Shaker El–Sappagh, Simon S. Woo, Dong In Kim, Tamer Abuhmed · 2026 · Information Fusion
- Unleashing potential: a deep dive into AI-blockchain integration for UAV-enhanced tele-surgeryS.C. Punitha, Preetha K. S. · 2024 · Cogent Engineering
- A Layered Security Perspective on Internet of Medical Things: Challenges, Risks, and Technological SolutionsZiad Almulla, Hussain Almajed, M. M. Hafizur Rahman · 2025 · International Journal of Advanced Computer Science and Applications
- Simorgh, a fully decentralized blockchain-based secure communication systemEbad Mirzaei, Massoud Hadian Dehkordi · 2022 · Journal of Ambient Intelligence and Humanized Computing
- COUNT: Blockchain framework for resource accountability in e-healthcareGulshan Kumar, Rahul Saha, Mauro Conti, Tannishtha Devgun, Rekha Goyat, Joel J. P. C. Rodrigues · 2023 · Computer Communications
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- A Robust Blockchain Architecture for Electronic Health Data using Efficient Lightweight Encryption Model with Re-Encryption SchemeAnggella Chandini, Prabhugoud I. Basarkod · 2022 · International Conference on Data Science and Information System (ICDSIS)
- Datta Burton, S; Tanczer, LM; Vasudevan, S; Hailes, S; Carr, M; (2021) The UK Code of Practice for Consumer IoT Cybersecurity: where we are and what nextSaheli Datta Burton, Tanczer, LM, Srinidhi Vasudevan, Stephen M. V. Hailes, Carr, M · 2020 · University College London
- Securing Internet of Medical Things: Exploring Vulnerabilities and Attack VectorsUmesh Umesh, Sunil Kumar, Kamlesh Dutta, Aparna Kumari · 2024 · International Conference on Parallel, Distributed and Grid Computing (PDGC)
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