• Title/Summary/Keyword: Anonymize

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A Study on Service-based Secure Anonymization for Data Utility Enhancement (데이터 유용성 향상을 위한 서비스 기반의 안전한 익명화 기법 연구)

  • Hwang, Chikwang;Choe, Jongwon;Hong, Choong Seon
    • Journal of KIISE
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    • v.42 no.5
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    • pp.681-689
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    • 2015
  • Personal information includes information about a living human individual. It is the information identifiable through name, resident registration number, and image, etc. Personal information which is collected by institutions can be wrongfully used, because it contains confidential information of an information object. In order to prevent this, a method is used to remove personal identification elements before distributing and sharing the data. However, even when the identifier such as the name and the resident registration number is removed or changed, personal information can be exposed in the case of a linking attack. This paper proposes a new anonymization technique to enhance data utility. To achieve this, attributes that are utilized in service tend to anonymize at a low level. In addition, the anonymization technique of the proposal can provide two or more anonymized data tables from one original data table without concern about a linking attack. We also verify our proposal by using the cooperative game theory.

An efficient cloud security scheme for multiple users (다중 사용자를 위한 효율적인 클라우드 보안 기법)

  • Jeong, Yoon-Su
    • Journal of Convergence for Information Technology
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    • v.8 no.2
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    • pp.77-82
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    • 2018
  • Recently, as cloud services become popular with general users, users' information is freely transmitted and received among the information used in the cloud environment, so security problems related to user information disclosure are occurring. we propose a method to secure personal information of multiple users by making personal information stored in the cloud server and a key for accessing the shared information so that the privacy information of the multi users using the cloud service can be prevented in advance do. The first key used in the proposed scheme is a key for accessing the user 's personal information, and is used to operate the information related to the personal information in the form of a multi - layer. The second key is the key to accessing information that is open to other users than to personal information, and is necessary to associate with other users of the cloud. The proposed scheme is constructed to anonymize personal information with multiple hash chains to process multiple kinds of information used in the cloud environment. As a result of the performance evaluation, the proposed method works by allowing third parties to safely access and process the personal information of multiple users processed by the multi - type structure, resulting in a reduction of the personal information management cost by 13.4%. The efficiency of the proposed method is 19.5% higher than that of the existing method.