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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

I. Tinnirello

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2 papers indexed here

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Open access 2026

Adversarial CSI Obfuscation Against Device-Free Activity Recognition in RIS-Assisted Systems

Reconfigurable Intelligent Surfaces (RISs) extend 5G New Radio (NR) coverage by redirecting signals toward Non-Line-of-Sight regions, but the same reflected footprint exposes Channel State Information (CSI) to passive eavesdroppers, who can train a Machine Learning classifier on it and perform unauthorized device-free...

G. Restuccia, Silvia Schilleci, Alessandra Dino et al. · 0 citations
Open access Sep 2026

Proactive Prediction of Alarms in Hemodialysis Machines: A Comparative Evaluation of AI Models for Clinical Prognostic Support

Background/Objectives: Hemodialysis is a treatment for patients with kidney disease, yet it remains risk-prone due to potential technical or physiological instabilities. Dialysis machines rely on reactive safety mechanisms that trigger alarms only when predefined thresholds are reached. This often alerts clinical staff...

A. Nicosia, N. Cancilla, Marco Siino et al. · 0 citations

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