As the healthcare sector undergoes rapid digital transformation; a new era of personalized healthcare services has begun. Wearable electronics, ubiquitous sensing, and intelligent data-driven analytics accelerate this process. In this transformation, Edge Artificial Intelligence (Edge AI) and the Internet of Medical Things (IoMT) work together to enable real-time diagnostics, continuous patient monitoring, and intelligent decision-making at the network edge. However, as these devices become more interconnected and autonomous, they also present significant vulnerabilities related to data privacy, cyber-security, model robustness, and system resilience.
Piran, M., Napoletano, P., Gittens, M. (2025). Guest Editorial Special Section on Edge AI Strategies for Fortifying Security and Privacy in Healthcare Devices. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 71(4), 11146-11149 [10.1109/TCE.2025.3601344].
Guest Editorial Special Section on Edge AI Strategies for Fortifying Security and Privacy in Healthcare Devices
Napoletano P.;
2025
Abstract
As the healthcare sector undergoes rapid digital transformation; a new era of personalized healthcare services has begun. Wearable electronics, ubiquitous sensing, and intelligent data-driven analytics accelerate this process. In this transformation, Edge Artificial Intelligence (Edge AI) and the Internet of Medical Things (IoMT) work together to enable real-time diagnostics, continuous patient monitoring, and intelligent decision-making at the network edge. However, as these devices become more interconnected and autonomous, they also present significant vulnerabilities related to data privacy, cyber-security, model robustness, and system resilience.
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