IEICE TRANSACTIONS on Fundamentals
A Note on Parameters of Random Substitutions by γ-Diagonal Matrices
Summary :
Random substitutions are very useful and practical method for privacy-preserving schemes. In this paper we obtain the exact relationship between the estimation errors and three parameters used in the random substitutions, namely the privacy assurance metric γ, the total number n of data records, and the size N of transition matrix. We also demonstrate some simulations concerning the theoretical result.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E93-A No.6 pp.1052-1057
- Publication Date
- 2010/06/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.E93.A.1052
- Type of Manuscript
- Special Section PAPER (Special Section on Discrete Mathematics and Its Applications)
- Category
- Cryptography and Information Security
Authors
Keyword
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Ju-Sung KANG, "A Note on Parameters of Random Substitutions by γ-Diagonal Matrices" in IEICE TRANSACTIONS on Fundamentals,
vol. E93-A, no. 6, pp. 1052-1057, June 2010, doi: 10.1587/transfun.E93.A.1052.
Abstract: Random substitutions are very useful and practical method for privacy-preserving schemes. In this paper we obtain the exact relationship between the estimation errors and three parameters used in the random substitutions, namely the privacy assurance metric γ, the total number n of data records, and the size N of transition matrix. We also demonstrate some simulations concerning the theoretical result.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E93.A.1052/_p
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@ARTICLE{e93-a_6_1052,
author={Ju-Sung KANG, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={A Note on Parameters of Random Substitutions by γ-Diagonal Matrices},
year={2010},
volume={E93-A},
number={6},
pages={1052-1057},
abstract={Random substitutions are very useful and practical method for privacy-preserving schemes. In this paper we obtain the exact relationship between the estimation errors and three parameters used in the random substitutions, namely the privacy assurance metric γ, the total number n of data records, and the size N of transition matrix. We also demonstrate some simulations concerning the theoretical result.},
keywords={},
doi={10.1587/transfun.E93.A.1052},
ISSN={1745-1337},
month={June},}
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TY - JOUR
TI - A Note on Parameters of Random Substitutions by γ-Diagonal Matrices
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1052
EP - 1057
AU - Ju-Sung KANG
PY - 2010
DO - 10.1587/transfun.E93.A.1052
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E93-A
IS - 6
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - June 2010
AB - Random substitutions are very useful and practical method for privacy-preserving schemes. In this paper we obtain the exact relationship between the estimation errors and three parameters used in the random substitutions, namely the privacy assurance metric γ, the total number n of data records, and the size N of transition matrix. We also demonstrate some simulations concerning the theoretical result.
ER -
English
