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Derived from
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20802044 BIOMETRIC SYSTEMS in Telecommunications engineering LM-27 CAMPISI PATRIZIO
(syllabus)
Biometrics fundamentals: identity and biometrics. Introduction to biometric systems. Biometric applications.
Biometric modalities. Physical: fingerprints, face (2D and 3D), hand geometry, palmprint, vein patterns, iris, thermography). Behavioral: signature, voice, keystroke, gait, lip motion). Cognitive (electroencephalografic signals and responses from the peripheral nervous system.
Biometric system design: biometric system architecture. Biometric system design stages: system requirements, system specification, architecture, implementation, deployment, and maintenance.
System testing: FAR, FRR, FTE, FTA, curves ROC, DET, CMC, usability, and scalability
Sicurezza, vulnerabilità, e privacy di un sistema biometrico: attacchi ad un sistema biometrico, protezione del template (criptosistemi biometrici, "cancelable templates").
Security, vulnerability, and privacy of a biometric system: attacks, privacy enhancing technologies (PETs).
Multimodal biometric systems.
Biometric Standards.
Social, cultural, and legal implications.
(reference books)
Introduction to Biometrics, Anil K. Jain , Arun A. Ross , Karthik Nandakumar, Springer, 2011.
Handbook of Biometrics , A. K. Jain, P. Flynn, A. Ross, Springer, 2007.
Handbook of Multibiometrics, A. A. Ross, K. Nandakumar, and Anil K. Jain, Springer, 2006.
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Università Roma Tre