Jun 15, 2021 · In this article, we improve differentially private mechanisms including the Laplace mechanism as well as the sample and aggregation mechanism by ...
We combine the personalized sampling technology with differentially private mechanisms including the Laplace mechanism as well as the sample and aggregation ...
In this paper, we improve differentially private mechanisms including the Laplace mechanism as well as the sample and aggregation mechanism by bringing the ...
Privately publishing internet of things data: Bring personalized sampling into differentially private mechanisms. W Huang, S Zhou, T Zhu, Y Liao. IEEE Internet ...
In this paper, we improve differentially private mechanisms including the Laplace mechanism as well as the sample and aggregation mechanism by bringing the ...
Oct 25, 2024 · Personalized differential privacy (PDP) offers accurate privacy protection by considering individual differences and personalized privacy ...
The Sampling Privacy mechanism for privately releasing personal data is presented, which is a sampling based privacy mechanism that satisfies differential ...
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12. Wen Huang, Shijie Zhou, Tianqing Zhu, et al. Privately Publishing Internet of Things Data: Bring Personalized Sampling Into Differentially Private ...
We propose using users' data to learn a strong common representation/embedding using differential privacy, that can in turn be used to learn sample efficient ...
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Privately Publishing Internet of Things Data: Bring Personalized Sampling Into Differentially Private Mechanisms. [...] 31 Dec 2021-IEEE Internet of Things ...