A Survey on Privacy Preserving Data Publishing of Numerical Sensitive Data
نویسندگان
چکیده
Breaching privacy of individual data and the measures to prevent the same from attackers has become the most interesting topic of research on the day. In this paper we have made a brief survey on various anonymization principles and practices, privacy preserving techniques beyond kanonymity. Principles designed inorder to prevent the proximity breaching of data are studied in depth. Concept of perturbation is investigated and practical applications are revealed. Certain attacks on anonymized data and certain approaches proposed in literature to prevent the same are also
منابع مشابه
ارایه یک روش جدید انتشار دادهها با حفظ محرمانگی با هدف بهبود دقّت طبقهبندی روی دادههای گمنام
Data collection and storage has been facilitated by the growth in electronic services, and has led to recording vast amounts of personal information in public and private organizations databases. These records often include sensitive personal information (such as income and diseases) and must be covered from others access. But in some cases, mining the data and extraction of knowledge from thes...
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