Analysis of Application Examples of Differential Privacy in Deep Learning

Artificial Intelligence has been widely applied today, and the subsequent privacy leakage problems have also been paid attention to. Attacks such as model inference attacks on deep neural networks can easily extract user information from neural networks. Therefore, it is necessary to protect privacy...

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Autores principales: Zhidong Shen, Ting Zhong
Formato: article
Lenguaje:EN
Publicado: Hindawi Limited 2021
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Acceso en línea:https://doaj.org/article/a8167e7c4ee64b5785d00ee332a31e25
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