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- W3005695364 abstract "We consider a cloud-based control architecture for a linear plant with Gaussian process noise, where the state of the plant contains a client’s sensitive information. We assume that the cloud tries to estimate the state while executing a designated control algorithm. The mutual information between the client’s actual state and the cloud’s estimate is adopted as a measure of privacy loss. We discuss the necessity of uplink and downlink privacy masks. After observing that privacy is not necessarily a monotone function of the noise levels of privacy masks, we discuss the joint design procedure for uplink and downlink privacy masks. Finally, the trade-off between privacy and control performance is explored." @default.
- W3005695364 created "2020-02-24" @default.
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- W3005695364 date "2019-08-01" @default.
- W3005695364 modified "2023-09-27" @default.
- W3005695364 title "Bidirectional Information Flow and the Roles of Privacy Masks in Cloud-Based Control" @default.
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- W3005695364 doi "https://doi.org/10.1109/itw44776.2019.8989371" @default.
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