Restricted Evasion Attack: Generation of Restricted-Area Adversarial Example

Restricted Evasion Attack: Generation of Restricted-Area Adversarial Example

Deep neural networks (DNNs) show superior performance in image and speech recognition. However, adversarial examples created by adding a little noise to an original sample can lead to misclassification by a DNN. Conventional studies on adversarial examples have focused on ways of causing misclassifi...

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Autores principales: Hyun Kwon, Hyunsoo Yoon, Daeseon Choi
Formato: article
Lenguaje:EN
Publicado: IEEE 2019
Materias:
Deep neural network (DNN)
adversarial example
machine learning
evasion attack
restricted area
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Acceso en línea:https://doaj.org/article/18e15e9596274820aa6894a854aac8f4
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https://doaj.org/article/18e15e9596274820aa6894a854aac8f4

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