Guest Editorial Special Section on Edge AI Strategies for Fortifying Security and Privacy in Healthcare Devices

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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