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New acquisition techniques such as 3D-face reconstruction taken from a distance, multi-spectral fingerprint images are important to increase the versatility of biometrics. Moreover biometric recognition is now used as access control schemes towards mobile phones. However prior to deployment the security of the biometric system itself must be investigated. This includes fake resistance of sensors and biometric information protection.