کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4955540 | 1444219 | 2017 | 29 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Full autonomy: A novel individualized anonymity model for privacy preserving
ترجمه فارسی عنوان
خودمختاری کامل: یک مدل نامشخص فردی برای حفظ حریم خصوصی
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کلمات کلیدی
حفاظت از حریم خصوصی، استقلال حریم خصوصی، فردی (Î ±، Ï ؟؟) - مدل ناشناس بودن، محاسبات گرانول، اصلاح محلی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
شبکه های کامپیوتری و ارتباطات
چکیده انگلیسی
An important principle in privacy preservation is individualized privacy autonomy which means individual has the freedom to decide and choose privacy constraints. Currently, many individualized anonymous models which have been proposed unite privacy autonomy, and most of the individualized models are focused on autonomy of sensitive attributes. As the autonomy of quasi-identifier (QI) attributes are neglected, it is unfully autonomous showed in these individualized models. In order to achieve full privacy autonomy, an individualized (α, Ï)-anonymity model is proposed in this paper, where α and Ï which respectively represent the constraint value of the sensitive attributes and the QI attributes are both set by providers. The model doesn't need to set the constraint value k. Furthermore, it is combined with the granular computing and the top-down local recoding to process the providers' datasets in different intervals and then to achieve differential protection for different granular spaces. Moreover, the performance analysis shows that this model not only satisfies the individualized privacy requirements, but also brings higher efficiency and lower information loss.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Security - Volume 66, May 2017, Pages 204-217
Journal: Computers & Security - Volume 66, May 2017, Pages 204-217
نویسندگان
Junqing Le, Xiaofeng Liao, Bo Yang,