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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Bibliographic Details
Main Authors: Jiang Xue, Zhou Xuebing, Grossklags Jens
Format: article
Language:EN
Published: Sciendo 2022
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Online Access:https://doaj.org/article/4d7e219b1a474b8e87438097c4846f50
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