首页    期刊浏览 2024年07月05日 星期五
登录注册

文章基本信息

  • 标题:Minimal Information Loss for Privacy-Preserved eHealth Applications
  • 本地全文:下载
  • 作者:Ya-Ling Chen1 ; Bo-Chao Cheng2 ; Hsueh-lin Chen1
  • 期刊名称:International Journal of Security and Its Applications
  • 印刷版ISSN:1738-9976
  • 出版年度:2012
  • 卷号:6
  • 期号:2
  • 出版社:SERSC
  • 摘要:With the rise of privacy protection awareness and legal norms, we should preserve individual health data confidentiality through de-identification operations while providing “as needed” health information for the doctor's diagnosis and treatment, the heath research study and other health management applications. Traditional privacy risk management systems mainly focus on reducing the re-identification risk but fail to consider the information loss. In addition, when faced with a high-risk situation, they cannot efficiently locate the source of the problem. This paper proposes the Hiatus Tailor (HT) system, which maintains low re-identification risk while providing more authenticated information to database users and identifying high-risk data in the database for better system management. The experimental results prove that compared to traditional risk management methods, the HT system achieves much lower information loss with the same risk of re-identification.
  • 关键词:Privacy; k-anonymity; De-identification; Risk Assessment
国家哲学社会科学文献中心版权所有