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StabilEdge, Formal Verification of Edge AI Applications

This paper addresses the critical need for AI trustworthiness in smart IoT systems by focusing on the stability of Deep Neural Networks (DNNs) in Edge AI. State-of-the-art model checkers guarantee feasibility of a single stability analysis. However, a comprehensive assessment requires multiple runs,...

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Bibliografische gegevens
Hoofdauteurs: Luca Lazzaroni, Riccardo Berta, Vafali Soltanmuradov, David Martin Gomez, Francesco Bellotti
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: IEEE 2026-01-01
Reeks:IEEE Access
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Online toegang:https://ieeexplore.ieee.org/document/11411672/
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