Sağlık Hizmetlerinde Anonimlik: Dağıtık Yapılar Için Ideal Bir Veri Paylaşım Modeli

Abstract

Data obtained or recorded by healthcare institutions, present extraordinary opportunities to produce forward solutions in many fields. Sharing accurate (real-consistent) data is necessary to produce useful results in healthcare field. Because of personal health records that are held by health systems include sensitive attributes about individuals, sharing these records after removing information like name, surname and identity number without any editing causes privacy disclosure. In literature, a lot of privacy-preserving data sharing approaches are developed that aims keeping the benefit that can be taken from existing data in maximum level. Especially in recent years, Privacy-Preserving Data Mining and Privacy-Preserving Data Publishing approaches were studied comprehensively to protect personal or institutional privacy.