Securing internet of medical things systems: limitations, issues and recommendations

Cited by (302)

Items 201–300 of 302

1. A Review on Data Securing Techniques using Internet of Medical Things
   P P Joby · 2021 · Journal of Ubiquitous Computing and Communication Technologies
2. RETRACTED ARTICLE: Light weight cryptography-based data hiding system for Internet of Medical Things
   Swetha Pesaru, Naresh K. Mallenahalli, B. Vishnu Vardhan · 2022 · International Journal of Healthcare Management · Retracted
3. A RFE/Ridge-ML/DL Based Anomaly Intrusion Detection Approach for a Securing IoMTSystem
   Ghita Lazrek, Kaouthar Chetioui, Younes Balboul, Saïd Mazer, Moulhime El Bekkali · 2023 · SSRN Electronic Journal
4. Forensics in the Internet of Medical Things
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5. Improving Medication Adherence in Elderly Patients Through IoMT-Enabled Smart Pill Dispensers: A Narrative Review
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6. Future‐Proofing AI Models in IoMT Environment: Adversarial Dataset Generation and Defense Strategies
   Shtwai Alsubai, Vincent Karovič, Ahmad S. Almadhor, Abdullah Al Hejaili, Roben A. Juanatas, Gabriel Avelino Sampedro · 2025 · Digital twins and applications.
7. A Holistic Survey of IoMT Security: Integrating Machine Learning, Federated Learning, and Explainable AI
   Hazik Khurshid Zargar, Archita Bhattacharyya, Mrinal Kanti Deb Barma, Rabindra Kumar Barik · 2025 · OITS International Conference on Information Technology (OCIT)
8. Cyber Physical System Security By Splunk
   2021 · i-manager s Journal on Communication Engineering and Systems
9. PHY-layer authentication exploiting CFO for smart healthcare systems with mmWave communication technology
   Yulin Teng, Huangwenqing Shi, Pinchang Zhang, Jiankuo Dong, Fu Xiao · 2022 · Ad Hoc Networks
10. A Secured Care Service System Using AES for Internet of Medical Things
    Umar Fayyaz, Shahab Ahmad Niazi, Abdul Aziz, Asjad Amin · 2023 · IEEE International Conference on Emerging Trends in Engineering, Sciences and Technology (ICES&T)
11. Secured mutual wireless communication using real and imaginary-valued artificial neuronal synchronization and attack detection
    Chengzhi Jiang, Arindam Sarkar, Abdulfattah Noorwali, Rahul Karmakar, Kamal Mohammed Othman, Sarbajit Manna · 2024 · Engineering Applications of Artificial Intelligence
12. Navigating Privacy and Security in Internet of Medical Things With Machine-to-Machine Interactions
    Manikandan Arunachalam, Suresh Akella, D. Arun Satvik, Rakesh Thoppaen Suresh Babu · 2025 · Advances in computational intelligence and robotics book series
13. Internet of Health Things: an introduction
    Md. Milon Islam, S M Taslim Uddin Raju, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad · 2025 · Elsevier eBooks
14. Real-Time Intrusion Detection with Sequence-Aware Neural Networks for Internet of Medical Things
    Heitor Werneck, Daniel Macêdo Batista, Roberto Hirata, Marcelo Queiroz · 2024 · IEEE Virtual Conference on Communications (VCC)
15. SEMMI: Multi-party security decision-making scheme for linear functions in the internet of medical things
    Cheng Li, Li Yang, Shui Yu, Wenjing Qin, Jianfeng Ma · 2022 · Information Sciences
16. NETWORK ATTACKS RELATED TO SMART HEALTHCARE AND THEIR IMPACT EVALUATION
    H. El Fadili, Tomader Mazri · 2021 · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
17. An energy-efficient lightweight security protocol for optimal resource provenancein wireless sensor networks
    Sujesh Lal, P. M. Joe Prathap · 2020 · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
18. Practices of Unmanned Aerial Vehicle (UAV) for Security Intelligence
    Swarnjeet Kaur, Kulwant Singh, Amanpreet Singh · 2021
19. Easy to integrate API for accessing true random numbers generated with IDQ’s Quantis Appliance
    Sebastian Mihai Ardelean, Mihai Udrescu, Valentin Stângaciu · 2024 · SoftwareX
20. An Efficient and Robust MIoT Communication Solution using a Deep Learning Approach
    Hassan Noura, Raphaël Couturier, Joseph Azar, Mohamad Moussa, Ola Salman · 2022 · International Wireless Communications and Mobile Computing Conference (IWCMC)
21. Review of Deep Learning Approaches for IoT Botnet Detection
    N. Sakthipriya, V. Govindasamy, V. Akila · 2022 · Algorithms for intelligent systems
22. Using Smart Contracts on the Blockchain for IoMT in e-Healthcare
    Md. Afroz, Birendra Goswami, Emmanuel Nyakwende · 2023 · IEEE International Conference on Contemporary Computing and Communications (InC4)
23. Internet of Medical Things: A Bibliometric Analysis of Research Publications from 2018–2022
    Fairuz Iqbal Maulana, Dian Endang Lestari, Puput Dani Prasetyo Adi, Mohammad Nazir Arifin, Agung Purnomo · 2024 · Lecture notes in electrical engineering
24. Securing the Internet of Medical Things: AI-Based Intrusion Detection
    Mariam Ibrahim, Ruba Elhafiz, Haneen Okasha, Abdallah Al-Wadi · 2024 · International Conference on Electronics, Computers and Artificial Intelligence (ECAI)
25. Securing the Future of Healthcare: Analyzing Cybersecurity Vulnerabilities for Confidentiality and Privacy in IoMT Devices
    Salma Bouziane, Mohammed Mahfoudi, Fatna El Mendili, Mohammed Y. Fattah, Saïd Mazer, Moulhime El Bakkali · 2025 · Lecture notes in networks and systems
26. Zero-Trust Architecture in IoMT: Applications, Issues, and Further Research Directions
    Ayobami Peter Olatunji, Emmanuel Alozie, Hawau I. Olagunju, Ferguson O. Udensi · 2025 · Lecture notes in networks and systems
27. Empowering healthcare: Secure hand gesture authentication in medical IoT with sEMG
    P Venkateswari, R. Nagendran, M. Rohini, S. Oswalt Manoj · 2025 · The International Journal of Artificial Organs
28. IDENTIFY: Intelligent device identification using device fingerprints and machine learning
    Liwei Liu, Muhammad Ajmal Azad, Harjinder Singh Lallie, Hany F. Atlam · 2025 · Pervasive and Mobile Computing
29. Privacy-preserving medical image encryption based on blockchain and IPFS in 6G-enabled healthcare systems
    Soufian El Airaj, Salma Bendaoud, Fatima Amounas, Mourade Azrour, Mohamed Badiy, Abdulatif Alabdulatif, Abdullah M. Alnajim · 2025 · EDPACS
30. IoMT Device Security: Systematic Review of Threats, Vulnerabilities, Attacks and Mitigation Strategies
    Nube Cruz-Gavilanez, Carlos J. Martínez-Santander, Sebastià Galmés · 2025 · IEEE Ecuador Technical Chapters Meeting (ETCM)
31. Ensemble Learning Strategies for Anomaly-Based Intrusion Detection in IoMT Systems
    Mohammed Yacoubi, Omar Moussaoui, Cyril Drocourt · 2026 · Springer eBooks
32. Risk-Aware Multimodal Fusion for Anomaly Detection in Cyber-Medical IoMT Systems
    Flavio Pastore, Raja Waseem Anwar, Nafaa Hadi Jabeur, Saqib Ali · 2026 · IEEE International Conference on Computational Cybernetics (ICCC)
33. A Comprehensive Review of IoT Attack Detection
    Shilan S. Hameed · 2026 · ARO-The Scientific Journal of Koya University
34. Investigation of Augmented Datasets for Security in Internet of Medical Things (IoMT) Ecosystems
    Nureni Ayofe Azeez, Abdullateef Akorede Ademoye, Oluwatobi Sunday Malomo, Omotolani Okerinde Mary, Damilola Seun Aaron, Charles Van der Vyver · 2026 · Computers
35. Microfluidics-enabled wearable devices for continuous monitoring of female reproductive hormones in interstitial fluid: From sampling to point-of-care sensing
    Xinxiang Su, Yuehua Chen, Junjun Pu, Fan Yang, Yihua Yang · 2026 · TrAC Trends in Analytical Chemistry
36. Implantable Sensors and Actuators in Cardiovascular Internet of Medical Things: A Survey
    Mehrad Milanloo, Mahdi Siamaki, Bardia Safaei · 2026 · IEEE Internet of Things Journal
37. DEA-IDS: Drift-Aware Feature Selection and Few-Shot Adaptation for Cross-Domain IoT–IoMT Intrusion Detection
    Büşra GÜNAY, Mehmet Yavuz Yağcı · 2026 · Sensors
38. Frequency Hopping Sequence Determination Using Inter-Pulse Interval for Human Body Interface and Control Systems
    Donpiti Chulerttiyawong, Abbas Jamalipour · 2022 · International Conference on Communications
39. Explainable Learning Machines for Securing the IoMT Networks
    Izhar Ahmed Khan, Dechang Pi · 2022 · Advances in medical technologies and clinical practice book series
40. THE IMPORTANCE OF IMPLEMENTING INTEGRATED INFORMATION SYSTEMS IN HOSPITALS
    Yasmin A. MOBASHER · 2022 · BUSINESS EXCELLENCE AND MANAGEMENT
41. An Approach to the Internet of Medical Things (IoMT): IoMT-Enabled Devices, Issues, and Challenges in Cybersecurity
    Usha Nandhini Rajendran, P. Senthamizh Pavai · 2023 · BENTHAM SCIENCE PUBLISHERS eBooks
42. Factors Influencing Internet of Medical Things (IoMT) Cybersecurity Protective Behaviours Among Healthcare Workers
    Sinazo Brown, Zainab Ruhwanya, Ayanda Pekane · 2023 · IFIP advances in information and communication technology
43. Internet of Medical Things in curbing pandemics
    M.S. Sadiq, Invinder Paul Sıngh, Muhammad Makarfi Ahmad · 2023 · Elsevier eBooks
44. Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases
    Sotirios Messinis, Nicholas Ε. Protonotarios, Ioannis N. Tzortzis, Ioannis Rallis, Dimitris Kalogeras, Nikolaos D. Doulamis · 2023 · International Conference on PErvasive Technologies Related to Assistive Environments (PETRA)
45. Security Issues and Privacy Challenges of Cyber-Physical System in Smart Healthcare Applications
    Soumya Samarpita, Ritunsa Mishra, Rabinarayan Satpathy, Bibudhendu Pati · 2023 · Transactions on computer systems and networks
46. Lightweight Mutual Authentication and Key Agreement Scheme for Wearable Devices in Fog-enabled WBAN
    Rachida Hireche, Houssem Mansouri, Yasmine Harbi, Al‐Sakib Khan Pathan · 2023 · International Conference on Pattern Analysis and Intelligent Systems (PAIS)
47. A Systematic Literature Review of the Emerging Technologies used in Securing Healthcare Data
    Nikhil Sharma, Prashant Giridhar Shambharkar · 2024 · International Conference on Internet of Everything, Microwave Engineering, Communication and Networks (IEMECON)
48. ISL-Net: dual-stream interaction network with task-optimized modules for more accurate, complete iris segmentation and localization
    Lei He, Xiaokai Yang, Jian Zheng, Zhaobang Liu, Xiaoguo Yang · 2025 · Applied Intelligence
49. Support for COVID-19 Vaccination in Tamba City’s Regional Comprehensive Care System
    Yoshiaki Fukami, Yoshimasa Masuda · 2021 · Smart innovation, systems and technologies
50. Introducing and Facilitating Internet of Medical Things (IoMT) Research for Undergraduate Students and High School Teachers
    Paige Harvey, Otily Toutsop, Kevin Kornegay · 2024 · ASEE Middle Atlantic Section Spring Conference
51. Pragmatic Analysis of IoMT Network Modelling Techniques from a Statistical Perspective
    Radhika P. Fuke, R. P. Mahajan · 2022 · International Conference on Electronics and Renewable Systems (ICEARS)
52. Society 5.0 as Digital Strategy for Scalability: Tamba’s COVID-19 Vaccination Management System and Its Expansion
    Yoshiaki Fukami, Yoshimasa Masuda · 2022 · Smart innovation, systems and technologies
53. Internet of Medical Things: Forensics Investigation on Zebra Phones
    Kasey Sager, Charles Fofie, Ashley L. Podhradsky · 2022 · IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS)
54. Medical Use of Intelligent Systems
    Rita Komalasari · 2023 · Jurnal Berkala Kesehatan
55. Health Recommender Systems
    Amina Samih, Zakaria Hamane, Abderrahim Ghadi, Abdelhadi Fennan · 2024 · Lecture notes in networks and systems
56. A Deep Learning Scheme for Efficient Multimedia Iot Data Compression
    Hassan Noura, Joseph Azar, Ola Salman, Raphaël Couturier, Kamel Mazouzi · 2022 · SSRN Electronic Journal
57. Analyze the Network Firewall Traffic of Malware Infecting IoT Firmware in Hospitals
    陳卓賢, Lee Tsut-yan · 2024
58. Securing Contemporary eHealth Architectures: Techniques and Methods
    Naeem Syed, Zubair Ahmed Baig, Adnan Anwar · 2021
59. Human Computer Interface using Eye Gazing with error fixation in Smooth and Saccadic Eye Movement
    Judy Simon · 2021 · Journal of Innovative Image Processing
60. Peer Review #1 of "A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches (v0.1)"
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61. Peer Review #2 of "A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches (v0.1)"
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62. Peer Review #3 of "A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches (v0.2)"
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63. Peer Review #3 of "A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches (v0.1)"
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64. Peer Review #2 of "A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches (v0.2)"
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66. Efficient and secure selective cipher scheme for MIoT compressed images
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67. A Novel Lightweight and Robust Source-Channel Coding Solution for MIoT Communication Based on DL Denoising/Super Resolution Model
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68. Privacy-stealing Approach in Distributed IoMT Systems
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70. A Review of Healthcare in the Future: Internet of Medical Things (IOMT) for Improving Quality of Life
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71. Using K-means to Analyze Out-of-Bound Unusual Network Traffic and to Predict Data Theft Malware on a Hospital Network
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72. Safeguarding the Future
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74. Enhancing Security of Unmanned Aerial Vehicle Through Vulnerability Assessment and Penetration Testing: A Case Study on Parrot AR Drone 2.0
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75. A review on security issues and attack detection in Internet of Medical Things (IoMT)
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77. Legal and Ethical Aspects of AI in Radiology
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78. An Enhanced Vigenère Encryption Algorithm using 6S-Substitution and 2S-Transposition Technique
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79. Transforming Healthcare: The Synergy of Artificial Intelligence and Internet of Medical Things
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80. Distributed Data Sharing Mechanism for Internet of Medical Things
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81. Enhancing Cloud Security with Fuzzy Logic a Comprehensive Approach to Authentication, Data Recovery, and Privateness
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83. Integration of Internet of Things in healthcare systems: Architecture, attacks, and security approaches
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86. Epileptic seizure and anomaly detection in internet of medical things
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88. Integration of fog-based Internet of Medical Things for smart medical services
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91. Foundations, vulnerabilities, and GenAI-driven defenses in Cognitive Internet of Medical Things systems
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94. Security of Medical Image Transmission in the Internet of Medical Things: Cryptographic Challenges and Solutions
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96. Patient-Specific Spatio-Temporal False Data Injection Attack Detection for IoMT Using a Graph-GRU Digital Twin and Kalman Innovation Features
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