

This paper reviews the LivDet editions from 2009 to 2021Īnd points out their evolution over the years. Noticeable decrease in error rates across competitions demonstrate a growing The continuous increase of competitors and the

Since 2009, is characterized by a different set of challenges against whichĬompetitors must be dealt with.

Presentation attack detection, has the goal to assess the performance ofįingerprint presentation attack detection (FPAD) algorithms by using standardĮxperimental protocols and data sets. Point of academies and private companies that deal with the problem of Liveness Detection Competition (LivDet), an open and well-acknowledged meeting Replication techniques from year to year. Reproductions of fingerprint, called fingerprint presentation attacks.ĭetecting presentation attacks is not trivial because attackers refine their Fingerprint authentication systems are highly vulnerable to artificial
