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Statistical Paramet...
Statistical Parameter Privacy
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- Bassi, Germán (author)
- KTH,Teknisk informationsvetenskap
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- Nekouei, Ehsan (author)
- City University of Hong KongKowloon TongHong Kong
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- Skoglund, Mikael, 1969- (author)
- KTH,Teknisk informationsvetenskap
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- Johansson, Karl H., 1967- (author)
- KTH,Reglerteknik
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(creator_code:org_t)
- 2019-11-22
- 2020
- English.
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In: Privacy in Dynamical Systems. - Singapore : Springer Nature. ; , s. 65-82
- Related links:
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https://link.springe...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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- We investigate the problem of sharing the outcomes of a parametric source with an untrusted party while ensuring the privacy of the parameters. We propose privacy mechanisms which guarantee parameter privacy under both Bayesian statistical as well as information-theoretic privacy measures. The properties of the proposed mechanisms are investigated and the utility-privacy trade-off is analyzed.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Signalbehandling (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Signal Processing (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Publication and Content Type
- ref (subject category)
- kap (subject category)
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