The Effect of Clustering on Data Privacy


CANBAY P., SEVER H.

IEEE 14th International Conference on Machine Learning and Applications ICMLA, Florida, Amerika Birleşik Devletleri, 9 - 11 Aralık 2015, ss.277-282 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/icmla.2015.198
  • Basıldığı Şehir: Florida
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Sayfa Sayıları: ss.277-282
  • Hacettepe Üniversitesi Adresli: Evet

Özet

The data obtained by various organizations provide opportunities for generating solutions in the future. It is essential that, the accurate data must be sharable with research communities and scientists in order to improve quality of life. However, accurate records of personal data include sensitive information about individuals. Hence sharing these records without applying any anonymization criteria paves the way for disclosure of personal privacy.