Empreintes digitales - Forme de la main - Visage - Iris - Rétine - Réseau veineux - Analyse comportementale - Voix - Signature dynamique - Frappe au clavier - Démarche ...
     
Mercredi 21 Octobre 2020     Télécharger au format iCal
 

Fingerprint Presentation Attacks Detection in the Deep Learning Era: a LivDetStory

eab

Wednesday October 21, 2020 at 12:30 pm CE(S)T - EAB Online Seminar

More than 15 years ago, the research community claimed that fingerprints are very difficult to reproduce and steal. We lost our "innocence" when, between 2001 and 2002, some scholars fabricated artificial replicas of the fingers, named "fake fingers" or "gummy fingers", that, if put on the fingerprint sensor surface, provided images impossible to distinguish from those of the live fingers, even by visual inspection of experts.

Since the fundamental problem was the lack of data, the organization of the International Fingerprint Liveness Detection Competition, known as "LivDet", helped our research group to acquire strong know-how on the difficulties in fabricating fake fingers.

From 2015 to the 2019 edition, deep-learning-based algorithms outnumbered the ones based on handcraft features. In this webinar, we firstly review the main techniques for fingerprint presentation attack detection. We also summarize the LivDet experience. Finally, we provide some anticipations of what we expect by the incoming Livdet 2021. Our goal is to answer the following question: what did we gain, and what did we lose on moving from methods based on handcrafted features to deep learning ones? What can a possible pathway for the future of this topic be?

Curriculum vitæ

Gian Luca Marcialis is Associate Professor of Computer Engineering at the University of Cagliari, Italy. He obtained the MS degree in Electronic Engineering in 2000, and the Ph.D. degree in Computer Engineering in 2004. Since 2000 he joined the Pattern Recognition and Applications Laboratory (PRA Lab) of the Dept. of Electrical and Electronic Engineering – University of Cagliari, where he is currently director of the Lab’s Biometric Unit.

Gian Luca has published more than one hundred papers on international journals, conferences and books (H-index is 34 according to Google Scholar). His main contributions are on the multi-modal fusion of classifiers for fingerprint classification and verification, the vulnerability assessment of multiple biometric systems, face recognition, adaptive biometric systems and fingerprint liveness detection, as well as EEG signal processing.

He is involved in international and national research projects as responsible and team leader (“BullyBuster”, “Let’s Crowd”, “Tabula Rasa”) and is also Chair of the International Competition of Fingerprint Liveness Detection (LivDet).

Dial-in credentials will be sent to you in the morning of the talk.
You must be pre-registered to receive these credentials!!

Cette adresse e-mail est protégée contre les robots spammeurs. Vous devez activer le JavaScript pour la visualiser. is available ahead of time to assist in customizing your IT settings for proper connections.

https://eab.org/events/program/226

 

 

Formation conseil en biométrie

Biometrie-Online.Net vous propose des actions de
Formation - Conseil sur mesure en intra.

Ces sessions permettent aux participants d'acquérir les bases de la biométrie, afin de comprendre les solutions biométriques mises en œuvre dans leur secteur d’activité.

Formation Conseil Biométrie Biométrique

À l’issue des actions de Formation - Conseil, les participants seront capables de :

  • Connaître le contexte, le marché, les enjeux, la place de la biométrie dans la sécurité et la gestion des identités.
  • Comprendre le fonctionnement des technologies biométriques, terminologie, avantages et limites.
  • Appliquer la règlementation.
  • Lister les problématiques du déploiement, propre à chaque type d’application.

Lire la suite

Le réseau social de la biométrie

Vous avez un intérêt pour la biométrie.

Vous pouvez adhérer au groupe « Biometrics Network & Forum » sur Linkedin.Plus

de 10 000 membres, des utilisateurs finaux, des fournisseurs, des chercheurs vous attendent.

En tant que membre du groupe, vous pouvez lire et soumettre des articles sur la biométrie, nouveaux produits, emplois, nouvelles de l'industrie et des événements.

Cliquez ici pour rejoindre le groupe.

LinkedIn 648x200

Il y a également des sous-groupes par modalité.

 

En naviguant sur notre site, vous acceptez que des cookies soient utilisés pour vous proposer des contenus et des services adaptés.