Biometrics and Security Winter Term 2019 / 2020
Lecture:
Prof. Dr.-Ing. Jana Dittmann and Prof. Dr.-Ing. Claus Vielhauer
Exercise:
Dr.-Ing. Christian Krätzer
Times:
Lecture: Wednesday 09:15-10:45 AM in room: G29-K058
Exercises: (The first exercises will be held on October 16th, 2019!)
Recurring exercise data: Wednesday 11:15 AM-1:45 PM in room: G05-209
The registration for the course is strictly required. It is exclusively done via the LSF (registration opens on October 1st, 2019). A registration via eMail is not possible. Because the number of seats is limited, we will assign the slots by "first come first serve", there are no short-lists.
Exam: The exam in this course is a combination of presentation and seminar paper (in German: "Referat") on a given course topic. The topics are covering different biometric modalities as well as additional issues such as ethics and fusion. Each topic is restricted to a student team of 2 students and focusses on the the realisation of a biometric processing pipeline and experimental setup for a given set of biometric modalities, the collection and documentation of corresponding biometric samples and the evaluation of the mechanism using the data collection.
Due to the increased effort for the students as well as teaching staff, the course size is restricted to 20 participants.
Lecture topics:
- Motivation, Introduction, Mathematical, Statistical, and Technical Fundamentals & Sensor Technology
- Security aspects
- Error rates, detection reliability
- Multimodal Biometrics and Multifactor Authentication: Fusion strategies
- Examples & application of biometric techniques
Lecture notes:
- TBD
Exercises:
- TBD
Report Template:
- TBD
Misc:
- TeleTrusT Deutschland e.V.: Bewertungskriterien zur Vergleichbarkeit biometrischer Verfahren - Kriterienkatalog - Version 2.0
- Dit-Yan Yeung et al, SVC2004: First International Signature Verification Competition, ICBA 2004
- Jim Wayman (Ed.): NATIONAL BIOMETRIC TEST CENTER COLLECTED WORKS 1997-2000, Particularly relevant: Technical Testing and Evaluation of Biometric Identification Devices pp. 65-88
- John Daugman: "How Iris Recognition Works":http://www.cl.cam.ac.uk/users/jgd1000/
- Thomas Petermann, Constanze Scherz, Arnold Sauter: "TAB-Studie "Biometrie und Ausweisdokumente", Dezember 2003,http://www.tab.fzk.de/de/projekt/zusammenfassung/ab93.pdf
- Multialgorithmic Biometrics: Tobias Scheidat, Claus Vielhauer und Jana Dittmann: "DISTANCE-LEVEL FUSION STRATEGIES FOR ONLINE SIGNATURE VERIFICATION", Proceedings of the International Conference on Multimedia and Expo (ICME), Amsterdam, 2005: Paper
- Multibiometrics: A. K. Jain and A. Ross, "Multibiometric Systems", Communications of the ACM, Special Issue on Multimodal Interfaces , Vol. 47, No. 1, pp. 34-40, January 2004: http://www.csee.wvu.edu/~ross/pubs/RossMultibiometric_CACM04.pdf
- Benedikt Driessen and Markus Duermuth: "Achieving Anonymity Against Major Face Recognition Algorithms". Proc. CMS 2013. http://link.springer.com/chapter/10.1007%2F978-3-642-40779-6_2#