Practical Construction of Face-Based Authentication Systems with Template Protection Using Secure Sketch - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2013

Practical Construction of Face-Based Authentication Systems with Template Protection Using Secure Sketch

Résumé

Modern mobile devices (e.g. laptops, mobile phones, etc.) equipped with input sensors open a convenient way to do authentication by using biometrics. However, if these devices are lost or stolen, the owners will confront a highly impacted threat: their stored biometric templates, either in raw or transformed forms, can be extracted and used illegally by others. In this paper, we propose some concrete constructions of face-based authentication systems in which the stored templates are protected by applying a cryptographic technique called secure sketch. We also suggest a simple fusion method for combining these authentication techniques to improve the overall accuracy. Finally, we evaluate accuracy rates among these constructions and the fusion method with some existing datasets.
Fichier principal
Vignette du fichier
978-3-642-36818-9_13_Chapter.pdf (176.67 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01480226 , version 1 (01-03-2017)

Licence

Identifiants

Citer

Tran Tri Dang, Quynh Chi Truong, Tran Khanh Dang. Practical Construction of Face-Based Authentication Systems with Template Protection Using Secure Sketch. 1st International Conference on Information and Communication Technology (ICT-EurAsia), Mar 2013, Yogyakarta, Indonesia. pp.121-130, ⟨10.1007/978-3-642-36818-9_13⟩. ⟨hal-01480226⟩
105 Consultations
109 Téléchargements

Altmetric

Partager

More