Privacy-Preserving High-dimensional Data Collection with Federated Generative Autoencoder

Business intelligence and AI services often involve the collection of copious amounts of multidimensional personal data. Since these data usually contain sensitive information of individuals, the direct collection can lead to privacy violations. Local differential privacy (LDP) is currently consider...

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Autores principales: Jiang Xue, Zhou Xuebing, Grossklags Jens
Formato: article
Lenguaje:EN
Publicado: Sciendo 2022
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Acceso en línea:https://doaj.org/article/4d7e219b1a474b8e87438097c4846f50
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