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Review of research on k-anonymization technique to transform data for privacy preservation |
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| รหัสดีโอไอ | |
| Creator | Nararat Ruangchaijatupon |
| Title | Review of research on k-anonymization technique to transform data for privacy preservation |
| Publisher | Faculty of Engineering, Khon Kaen University |
| Publication Year | 2557 |
| Journal Title | KKU Engineering Journal |
| Journal Vol. | 41 |
| Journal No. | 2 |
| Page no. | 271-281 |
| Keyword | Privacy preservation, Data transformation, k-anonymization |
| ISSN | 0125-8273 |
| Abstract | Private information may leak through data disclosure. Although the identifier attributes are suppressed, re-identification is possible by linking remaining attributes to several sources. Transforming data using the k-anonymization technique can ensure levels of privacy. This paper reviews the studies and researches of k-anonymization technique. Firstly, the paper presents basic knowledge, the re-identification problem, related terminologies, and attribute types. The paper also reviews information loss estimations and transforming algorithms to achieve k-anonymity property. Lastly, possible attacks are described, and future studies and researches are suggested. |
