Security Threats and Promising Solutions Arising from the Intersection of AI and IoT: A Study of IoMT and IoET Applications

The hype of the Internet of Things as an enabler for intelligent applications and related promise for ushering accessibility, efficiency, and quality of service is met with hindering security and data privacy concerns. It follows that such IoT systems, which are empowered by artificial intelligence,...

Full description

Bibliographic Details
Published in:	Future Internet
Main Authors:	Hadeel Alrubayyi, Moudy Sharaf Alshareef, Zunaira Nadeem, Ahmed M. Abdelmoniem, Mona Jaber
Format:	Article
Language:	English
Published:	MDPI AG 2024-02-01
Subjects:	IoT ML/AI security threat IoMT energy artificial immune system
Online Access:	https://www.mdpi.com/1999-5903/16/3/85

Similar Items

Internet of Multimedia Things (IoMT): Opportunities, Challenges and Solutions
by: Yousaf Bin Zikria, et al.
Published: (2020-04-01)

Chidroid: A Mobile Android Application for Log Collection and Security Analysis in Healthcare and IoMT
by: Stylianos Karagiannis, et al.
Published: (2023-02-01)

Enabling Blockchain with IoMT Devices for Healthcare
by: Jameel Almalki, et al.
Published: (2022-09-01)

Security and Privacy Management in Internet of Medical Things (IoMT): A Synthesis
by: Rachida Hireche, et al.
Published: (2022-08-01)

Homomorphic Encryption Based Privacy-Preservation for IoMT
by: Mikail Mohammed Salim, et al.
Published: (2021-09-01)

Blockchain-Based Security Mechanisms for IoMT Edge Networks in IoMT-Based Healthcare Monitoring Systems
by: Filippos Pelekoudas-Oikonomou, et al.
Published: (2022-03-01)

Assessment of IoMT-Based Remote Patient Monitoring Used to Support Healthcare System in Kirkuk City
by: Lamees S. Ahmed, et al.
Published: (2025-04-01)

A lightweight vision transformer with weighted global average pooling: implications for IoMT applications
by: Huiyao Dong, et al.
Published: (2025-03-01)

Security Considerations in the Internet of Medical Things: COVID-19 IoMT Gadgets
by: Charaf Eddine AIT ZAOUIAT, et al.
Published: (2023-10-01)

Application of an Internet of Medical Things (IoMT) to Communications in a Hospital Environment
by: Boseul Kim, et al.
Published: (2022-11-01)

A Hybrid Lightweight System for Early Attack Detection in the IoMT Fog
by: Shilan S. Hameed, et al.
Published: (2021-12-01)

A Lightweight and Secure Authentication Scheme for Remote Monitoring of Patients in IoMT
by: Zohaib Ali, et al.
Published: (2024-01-01)

IoMT and AI Enabled Time Critical System for Tele-Cardiac Rehabilitation
by: Shereena Shaji, et al.
Published: (2024-01-01)

RCLNet: an effective anomaly-based intrusion detection for securing the IoMT system
by: Jamshed Ali Shaikh, et al.
Published: (2024-10-01)

A Survey on Blockchain-Based IoMT Systems: Towards Scalability
by: Amirhossein Adavoudi Jolfaei, et al.
Published: (2021-01-01)

Stacking Ensemble Deep Learning for Real-Time Intrusion Detection in IoMT Environments
by: Easa Alalwany, et al.
Published: (2025-01-01)

Secure edge-based IoMT framework for ICU monitoring with TinyML and post-quantum cryptography
by: Umar Hayat Khan, et al.
Published: (2025-10-01)

Novel Federated Graph Contrastive Learning for IoMT Security: Protecting Data Poisoning and Inference Attacks
by: Amarudin Daulay, et al.
Published: (2025-07-01)

Optimizing Secure and Efficient Data Aggregation in IoMT Using NSGA-II
by: Maria Zuraiz, et al.
Published: (2025-01-01)

Bio-inspired robotics enabled schemes in blockchain-fog-cloud assisted IoMT environment
by: Abdullah lakhan, et al.
Published: (2023-01-01)

Novel Hybrid UNet++ and LSTM Model for Enhanced Attack Detection and Classification in IoMT Traffic
by: Anzhelika Mezina, et al.
Published: (2025-01-01)

An Effective Self-Configurable Ransomware Prevention Technique for IoMT
by: Usman Tariq, et al.
Published: (2022-11-01)

Decoding the Solution for Man-at-the-End Attacks and Reverse Engineering on IoMT Devices: An Experimental Review of Techniques and Defences
by: T AH, et al.
Published: (2025-10-01)

A Features-Based Privacy Preserving Assessment Model for Authentication of Internet of Medical Things (IoMT) Devices in Healthcare
by: Habib Ullah Khan, et al.
Published: (2023-02-01)

IoMT Privacy Preservation: A Hash-Based DCIWT Approach for Detecting Tampering in Medical Data
by: Ch. Rupa, et al.
Published: (2024-01-01)

Wearable Hardware Design for the Internet of Medical Things (IoMT)
by: Fayez Qureshi, et al.
Published: (2018-11-01)

Optimizing Intrusion Detection in IoMT Networks Through Interpretable and Cost-Aware Machine Learning
by: Abdelatif Hafid, et al.
Published: (2025-05-01)

Enhanced Multigrained Scanning-Based Deep Stacking Network for Intrusion Detection in IoMT Networks
by: Pakarat Musikawan, et al.
Published: (2024-01-01)

IoMT and Blockchain Synergy: A Novel Approach to Health Data Validation and Storage
by: Abbas Syed Muhammad Ali, et al.
Published: (2025-01-01)

Mining Massive E-Health Data Streams for IoMT Enabled Healthcare Systems
by: Affan Ahmed Toor, et al.
Published: (2020-04-01)

Interoperable IoMT Approach for Remote Diagnosis with Privacy-Preservation Perspective in Edge Systems
by: Erana Veerappa Dinesh Subramaniam, et al.
Published: (2023-08-01)

Enabling blockchain for Saudi Arabia drug supply chain using Internet of Things (IoT)
by: Saeed M. Alshahrani
Published: (2024-05-01)

Enhancing the Internet of Medical Things (IoMT) Security with Meta-Learning: A Performance-Driven Approach for Ensemble Intrusion Detection Systems
by: Mousa Alalhareth, et al.
Published: (2024-05-01)

AI-Powered IoMT Framework for Remote Triage and Diagnosis in Telemedicine Applications
by: Sura Saad Mohsin, et al.
Published: (2025-03-01)

A secure data transmission framework for IoT enabled healthcare
by: Sohail Saif, et al.
Published: (2024-08-01)

A new hybrid learning model for early diagnosis of hypertension using IoMT technologies
by: Ayşe Eldem
Published: (2025-08-01)

Topologías en el Internet de las Cosas Médicas (IoMT), revisión bibliográfica
by: Wilson Gustavo Chango Sailema, et al.
Published: (2022-12-01)

Risk Evaluation and Attack Detection in Heterogeneous IoMT Devices Using Hybrid Fuzzy Logic Analytical Approach
by: Pritika, et al.
Published: (2024-05-01)

BFLIDS: Blockchain-Driven Federated Learning for Intrusion Detection in IoMT Networks
by: Khadija Begum, et al.
Published: (2024-07-01)

SSL-XIoMT: Secure, Scalable, and Lightweight Cross-Domain IoMT Sharing With SSI and ZKP Authentication
by: Lyhour Hak, et al.
Published: (2025-01-01)