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math.OC2018★ 1 cited
Privacy-aware Minimum Error Probability Estimation: An Entropy Constrained Approach
Ehsan Nekouei, Henrik Sandberg, Mikael Skoglund +1
This paper studies the design of an optimal privacyaware estimator of a public random variable based on noisy measurements which contain private information. The public random vari…
math.OC2018
Privacy of Information Sharing Schemes in a Cloud-based Multi-sensor Estimation Problem
Ehsan Nekouei, Mikael Skoglund, Karl H. Johansson
In this paper, we consider a multi-sensor estimation problem wherein each sensor collects noisy information about its local process, which is only observed by that sensor, and a co…