Evaluation of Automated Biometrics-Based Identification and Verification Systems
نویسنده
چکیده
Recent advancements in computer technology have increased the use of automated biometric-based identification and verification systems. These systems are designed to detect the identity of an individual when it is unknown or to verify the individual’s identity when it is provided. These systems typically contain a series of complex technologies that work together to provide the desired result. In turn, evaluating these systems is also a complex process. The authors provide a method that may be used to evaluate the performance of automated biometric-based systems. The method is derived from fundamental statistics and is applicable to a variety of systems. Examples are provided to demonstrate the practicality of the method.
منابع مشابه
Secure Bio-Cryptographic Authentication System for Cardless Automated Teller Machines
Security is a vital issue in the usage of Automated Teller Machine (ATM) for cash, cashless and many off the counter banking transactions. Weaknesses in the use of ATM machine could not only lead to loss of customer’s data confidentiality and integrity but also breach in the verification of user’s authentication. Several challenges are associated with the use of ATM smart card such as: card clo...
متن کاملAutomated Biometrics
Identity verification becomes a challenging task when it has to be automated with high accuracy and non-repudiability. The existing methods such as passwords and photo identity cards are inadequate to meet such heavy demands. Automated biometrics-based authentication methods can meet all the demands. An overview of the fast developing and exciting area of automated biometrics is provided in thi...
متن کاملA survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
Fingerprint recognition has found a reliable application for verification or identification of people in biometrics. Globally, fingerprints can be viewed as valuable traits due to several perceptions observed by the experts; such as the distinctiveness and the permanence on humans and the performance in real applications. Among the main stages of fingerprint recognition, the automated matching ...
متن کاملMulti-script Off-line Signature Verification: A Two Stage Approach
Signature identification and verification are of great importance in authentication systems. The purpose of this paper is to introduce an experimental contribution in the direction of multi-script off-line signature identification and verification using a novel technique involving off-line English, Hindi (Devnagari) and Bangla (Bengali) signatures. In the first evaluation stage of the proposed ...
متن کاملAutomated biometrics-based personal identification.
Biometrics-based personal identification attempts to answer the questions ‘‘Who are you?’’ and ‘‘Are you who you claim to be?’’ Personal identification, regardless of method, is ubiquitous in our daily lives. For example, we often have to prove our identity to gain access to a bank account, to enter a protected site, to draw cash from an ATM, to log in to a computer, to claim welfare benefits, ...
متن کامل