Adversarial Attacks on Image Classification Models: FGSM and Patch Attacks and Their Impact

This chapter introduces the concept of adversarial attacks on image classification models built on convolutional neural networks (CNN). CNNs are very popular deep-learning models which are used in image classification tasks. However, very powerful and pre-trained CNN models working very accurately o...

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Autores principales: Sen, Jaydip, Dasgupta, Subhasis
Formato: Capítulo de libro
Lenguaje:inglés
Publicado: IntechOpen 2023
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Acceso en línea:https://www.intechopen.com/chapters/87742
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