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Antonio Pescapé

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#explainable ai Preprint Aug 2026

XAI2CSI: Interpreting CSI with eXplainable AI for Human Activity Recognition

This paper introduces XAI2CSI, a framework that leverages eXplainable Artificial Intelligence (XAI) to analyze DL-based CSI sensing systems and employs SAGE, a model-agnostic explainability method, to quantify temporal, spectral, and spatial CSI contributions to HAR decisions under nominal and cross-context evaluations...

Idio Guarino, Alfredo Nascita, Domenico Ciuonzo et al. · 0 citations
Conference Jul 2026

Towards Privacy-Preserving and Continual Intrusion Detection Systems in Internet of Medical Things

The rapid expansion of the Internet of Medical Things (IoMT) introduces critical vulnerabilities into healthcare infrastructures, demanding the development of enhanced cybersecurity strategies. This domain faces significant challenges arising from emerging and previously unknown attacks, combined with the decentralized...

Gabriele Mangiacapre, F. Cerasuolo, Alfredo Nascita et al. · 0 citations

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