Uniform Manifold Approximation and Projection Filtering and Explainable Artificial Intelligence to Detect Adversarial Machine Learning

Adversarial machine learning exploits the vulnerabilities of artificial intelligence (AI) models by inducing malicious distortion in input data. Starting with the effect of adversarial methods on well-known MNIST and CIFAR-10 open datasets, this paper investigates the ability of Uniform Manifold App...

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Hlavní autoři:	Achmed Samuel Koroma, Sara Narteni, Enrico Cambiaso, Maurizio Mongelli
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-07-01
Edice:	Information
Témata:	adversarial machine learning UMAP explainable AI
On-line přístup:	https://www.mdpi.com/2078-2489/16/8/647
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