Standard
K-Anonymity Versus PSI3 for Depersonalization and Security Assessment of Large Data Structures. / Bogdanov, Alexander; Shchegoleva, Nadezhda; Khvatov, Valery; Dik, Gennady; Kiyamov, Jasur; Dik, Aleksandr.
Computational Science and Its Applications - ICCSA 2023 Workshops: Athens, Greece, July 3–6, 2023, Proceedings, Part VI. ed. / Osvaldo Gervasi; Beniamino Murgante; Ana Maria A. C. Rocha; Chiara Garau; Francesco Scorza; Yeliz Karaca; Carmelo M. Torre. Cham : Springer Nature, 2023. p. 317-333 (LNCS; Vol. 14109).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Harvard
Bogdanov, A, Shchegoleva, N, Khvatov, V, Dik, G
, Kiyamov, J & Dik, A 2023,
K-Anonymity Versus PSI3 for Depersonalization and Security Assessment of Large Data Structures. in O Gervasi, B Murgante, AMAC Rocha, C Garau, F Scorza, Y Karaca & CM Torre (eds),
Computational Science and Its Applications - ICCSA 2023 Workshops: Athens, Greece, July 3–6, 2023, Proceedings, Part VI. LNCS, vol. 14109, Springer Nature, Cham, pp. 317-333, International Conference on Computational Science and Its Applications, Афины, Greece,
3/07/23.
https://doi.org/10.1007/978-3-031-37120-2_21
APA
Bogdanov, A., Shchegoleva, N., Khvatov, V., Dik, G.
, Kiyamov, J., & Dik, A. (2023).
K-Anonymity Versus PSI3 for Depersonalization and Security Assessment of Large Data Structures. In O. Gervasi, B. Murgante, A. M. A. C. Rocha, C. Garau, F. Scorza, Y. Karaca, & C. M. Torre (Eds.),
Computational Science and Its Applications - ICCSA 2023 Workshops: Athens, Greece, July 3–6, 2023, Proceedings, Part VI (pp. 317-333). (LNCS; Vol. 14109). Springer Nature.
https://doi.org/10.1007/978-3-031-37120-2_21
Vancouver
Bogdanov A, Shchegoleva N, Khvatov V, Dik G
, Kiyamov J, Dik A.
K-Anonymity Versus PSI3 for Depersonalization and Security Assessment of Large Data Structures. In Gervasi O, Murgante B, Rocha AMAC, Garau C, Scorza F, Karaca Y, Torre CM, editors, Computational Science and Its Applications - ICCSA 2023 Workshops: Athens, Greece, July 3–6, 2023, Proceedings, Part VI. Cham: Springer Nature. 2023. p. 317-333. (LNCS).
https://doi.org/10.1007/978-3-031-37120-2_21
Author
Bogdanov, Alexander ; Shchegoleva, Nadezhda ; Khvatov, Valery ; Dik, Gennady
; Kiyamov, Jasur ; Dik, Aleksandr. /
K-Anonymity Versus PSI3 for Depersonalization and Security Assessment of Large Data Structures. Computational Science and Its Applications - ICCSA 2023 Workshops: Athens, Greece, July 3–6, 2023, Proceedings, Part VI. editor / Osvaldo Gervasi ; Beniamino Murgante ; Ana Maria A. C. Rocha ; Chiara Garau ; Francesco Scorza ; Yeliz Karaca ; Carmelo M. Torre. Cham : Springer Nature, 2023. pp. 317-333 (LNCS).
BibTeX
@inproceedings{043433c33caf47f29722ea1fecebf23a,
title = "K-Anonymity Versus PSI3 for Depersonalization and Security Assessment of Large Data Structures",
abstract = "The article presents a modern approach to protecting personal data from de-anonymization. Descriptions of the k-anonymity model using entropy, with one-way publication of information, and the PSI3 technique using homomorphic encryption, with bilateral or multilateral information exchange, examples of the use of metrics for assessing the quality of depersonalization and their improvement, recommendations for using methods in the current activities of personal data operators are given.",
keywords = "information protection, personal data, k-anonymity, entropy, PSI3",
author = "Alexander Bogdanov and Nadezhda Shchegoleva and Valery Khvatov and Gennady Dik and Jasur Kiyamov and Aleksandr Dik",
year = "2023",
doi = "10.1007/978-3-031-37120-2_21",
language = "English",
isbn = "9783031371196",
series = "LNCS",
publisher = "Springer Nature",
pages = "317--333",
editor = "Osvaldo Gervasi and Beniamino Murgante and Rocha, {Ana Maria A. C.} and Chiara Garau and Francesco Scorza and Yeliz Karaca and Torre, {Carmelo M.}",
booktitle = "Computational Science and Its Applications - ICCSA 2023 Workshops",
address = "Germany",
note = "null ; Conference date: 03-07-2023 Through 06-07-2023",
url = "https://iccsa.org/",
}
RIS
TY - GEN
T1 - K-Anonymity Versus PSI3 for Depersonalization and Security Assessment of Large Data Structures
AU - Bogdanov, Alexander
AU - Shchegoleva, Nadezhda
AU - Khvatov, Valery
AU - Dik, Gennady
AU - Kiyamov, Jasur
AU - Dik, Aleksandr
N1 - Conference code: 23
PY - 2023
Y1 - 2023
N2 - The article presents a modern approach to protecting personal data from de-anonymization. Descriptions of the k-anonymity model using entropy, with one-way publication of information, and the PSI3 technique using homomorphic encryption, with bilateral or multilateral information exchange, examples of the use of metrics for assessing the quality of depersonalization and their improvement, recommendations for using methods in the current activities of personal data operators are given.
AB - The article presents a modern approach to protecting personal data from de-anonymization. Descriptions of the k-anonymity model using entropy, with one-way publication of information, and the PSI3 technique using homomorphic encryption, with bilateral or multilateral information exchange, examples of the use of metrics for assessing the quality of depersonalization and their improvement, recommendations for using methods in the current activities of personal data operators are given.
KW - information protection
KW - personal data
KW - k-anonymity
KW - entropy
KW - PSI3
UR - https://www.mendeley.com/catalogue/c03fb511-36a2-3de5-9555-391a52a80e75/
U2 - 10.1007/978-3-031-37120-2_21
DO - 10.1007/978-3-031-37120-2_21
M3 - Conference contribution
SN - 9783031371196
T3 - LNCS
SP - 317
EP - 333
BT - Computational Science and Its Applications - ICCSA 2023 Workshops
A2 - Gervasi, Osvaldo
A2 - Murgante, Beniamino
A2 - Rocha, Ana Maria A. C.
A2 - Garau, Chiara
A2 - Scorza, Francesco
A2 - Karaca, Yeliz
A2 - Torre, Carmelo M.
PB - Springer Nature
CY - Cham
Y2 - 3 July 2023 through 6 July 2023
ER -
