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Breaking Machine Learning Models with Adversarial Attacks and its Variants

Machine learning models can be by adversarial attacks, subtle, imperceptible perturbations to inputs that cause the model to produce erroneous outputs. This tutorial introduces adversarial examples and its variants, explaining why even stateof-the-art models are vulnerable and how this impacts secu...

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Hlavní autor: Pavan Reddy
Médium: Artigo
Jazyk:Inglês
Vydáno: LibraryPress@UF 2025-05-01
Edice:Proceedings of the International Florida Artificial Intelligence Research Society Conference
On-line přístup:https://journals.flvc.org/FLAIRS/article/view/139042
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