A double-identity fingerprint is a fake fingerprint created by combining features from two different fingers, so that it has a high chance to be falsely matched with fingerprints from both fingers. This paper studies the feasibility of creating double-identity fingerprints by proposing two possible techniques and evaluating to what extent they may be used to fool the state-of-the-art fingerprint recognition systems. The results of systematic experiments suggest that existing algorithms are highly vulnerable to this specific attack (about 90% chance of success at FAR = 0.1%) and that the fingerprint patterns generated might be realistic enough to fool human examiners.

Ferrara, M., Cappelli, R., Maltoni, D. (2017). On the Feasibility of Creating Double-Identity Fingerprints. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 12(4), 892-900 [10.1109/TIFS.2016.2639345].

On the Feasibility of Creating Double-Identity Fingerprints

Ferrara, Matteo
;
Cappelli, Raffaele;Maltoni, Davide
2017

Abstract

A double-identity fingerprint is a fake fingerprint created by combining features from two different fingers, so that it has a high chance to be falsely matched with fingerprints from both fingers. This paper studies the feasibility of creating double-identity fingerprints by proposing two possible techniques and evaluating to what extent they may be used to fool the state-of-the-art fingerprint recognition systems. The results of systematic experiments suggest that existing algorithms are highly vulnerable to this specific attack (about 90% chance of success at FAR = 0.1%) and that the fingerprint patterns generated might be realistic enough to fool human examiners.
2017
Ferrara, M., Cappelli, R., Maltoni, D. (2017). On the Feasibility of Creating Double-Identity Fingerprints. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 12(4), 892-900 [10.1109/TIFS.2016.2639345].
Ferrara, Matteo; Cappelli, Raffaele; Maltoni, Davide
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/616551
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