کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
394563 665813 2009 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Towards the evaluation of time series protection methods
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Towards the evaluation of time series protection methods
چکیده انگلیسی

The goal of statistical disclosure control (SDC) is to modify statistical data so that it can be published without releasing confidential information that may be linked to specific respondents. The challenge for SDC is to achieve this variation with minimum loss of the detail and accuracy sought by final users. There are many approaches to evaluate the quality of a protection method. However, all these measures are only applicable to numerical or categorical attributes.In this paper, we present some recent results about time series protection and re-identification. We propose a complete framework to evaluate time series protection methods. We also present some empirical results to show how our framework works.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 179, Issue 11, 13 May 2009, Pages 1663–1677
نویسندگان
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