"3D Face": Biometric template protection for 3D face recognition

Creative Commons License

Kelkboom E., GÖKBERK B., Kevenaar T., Akkermans A., Van Der Veen M.

2007 International Conference on Advances in Biometrics, ICB 2007, Seoul, Güney Kore, 27 - 29 Ağustos 2007, cilt.4642 LNCS, ss.566-573, (Tam Metin Bildiri)

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 4642 LNCS
  • Doi Numarası: 10.1007/978-3-540-74549-5_60
  • Basıldığı Şehir: Seoul
  • Basıldığı Ülke: Güney Kore
  • Sayfa Sayıları: ss.566-573
  • Anahtar Kelimeler: 3D face recognition, Helper data system (HDS), Privacy protection, Template protection
  • Açık Arşiv Koleksiyonu: AVESİS Açık Erişim Koleksiyonu
  • Boğaziçi Üniversitesi Adresli: Evet

Özet

In this paper we apply template protection to an authentication system based on 3D face data in order to protect the privacy of its users. We use the template protection system based on the helper data system (HDS). The experimental results performed on the FRGC v2.0 database demonstrate that the performance of the protected system is of the same order as the performance of the unprotected system. The protected system has a performance of a FAR ≈0.19% and a FRR ≈ 16% with a security level of 35 bits. © Springer-Verlag Berlin Heidelberg 2007.