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HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks

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Bibliographic Details
Main Authors: Jana, Medková, Josef, Hynek
Format: Book
Language:English
Published: Springer 2023
Subjects:
hybrid algorithm
k-automorphism anonymization
Online Access:https://link.springer.com/article/10.1007/s13278-023-01064-1
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7697
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spelling oai:localhost:PNK-76972023-04-10T01:48:34Z HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks Jana, Medková Josef, Hynek hybrid algorithm k-automorphism anonymization CC BY Online social network datasets contain a large amount of various information about their users. Preserving users’ privacy while publishing or sharing datasets with third parties has become a challenging problem. The k-automorphism is the anonymization method that protects the social network dataset against any passive structural attack. It provides a higher level of protection than other k-anonymity methods, including k-degree or k-neighborhood techniques. In this paper, we propose a hybrid algorithm that effectively modifies the social network to the k-automorphism one. 2023-04-10T01:48:34Z 2023-04-10T01:48:34Z 2023 Book https://link.springer.com/article/10.1007/s13278-023-01064-1 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7697 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic hybrid algorithm
k-automorphism anonymization
spellingShingle hybrid algorithm
k-automorphism anonymization
Jana, Medková
Josef, Hynek
HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks
description CC BY
format Book
author Jana, Medková
Josef, Hynek
author_facet Jana, Medková
Josef, Hynek
author_sort Jana, Medková
title HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks
title_short HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks
title_full HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks
title_fullStr HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks
title_full_unstemmed HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks
title_sort hakau: hybrid algorithm for effective k-automorphism anonymization of social networks
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s13278-023-01064-1
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7697
_version_ 1762818479794159616
score 8.881002

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