June 2006 | Anil K. Jain, Fellow, IEEE, Arun Ross, Member, IEEE, and Sharath Pankanti, Senior Member, IEEE
The paper "Biometrics: A Tool for Information Security" by Anil K. Jain, Arun Ross, and Sharath Pankanti discusses the growing importance of reliable user authentication techniques in an increasingly interconnected society. Biometrics, the science of recognizing individuals based on their physical or behavioral traits, is gaining acceptance as a legitimate method for determining identity. The authors provide an overview of biometrics, highlighting its applications in various commercial, civilian, and forensic contexts. They address fundamental challenges in real-world biometric systems, such as scalability and security, and propose solutions to enhance the effectiveness of biometric technology in information security.
The paper outlines the advantages of biometric systems over traditional password-based authentication, including reliability, difficulty of copying, and the need for the user to be present during authentication. It also discusses the limitations of password-based systems, such as the vulnerability to social engineering and the ease of guessing or breaking simple passwords.
The authors describe various biometric traits, including face recognition, fingerprint, hand geometry, iris recognition, keystroke dynamics, signature, and voice, each with its own strengths and weaknesses. They emphasize the importance of selecting the appropriate biometric trait based on the specific application requirements.
The paper further explores the variability in biometric signals and representations, which can be influenced by factors such as inconsistent presentation, irreproducible presentation, and imperfect signal acquisition. These variations can lead to complex pattern recognition and decision-making processes in biometric systems.
The operation of a biometric system is explained, including the sensing, feature extraction, and matching processes. The paper also discusses the functionalities of biometric systems, such as verification, identification, and screening, and their applications in various domains.
The authors address the accuracy and template capacity of biometric systems, highlighting the trade-offs between false match and false nonmatch rates, as well as the failure to capture and enroll rates. They also discuss the vulnerabilities of biometric systems to zero-effort and adversary attacks, and propose methods to enhance template security and protect against template misuse.
Overall, the paper provides a comprehensive overview of biometrics, its benefits, challenges, and potential applications in information security.The paper "Biometrics: A Tool for Information Security" by Anil K. Jain, Arun Ross, and Sharath Pankanti discusses the growing importance of reliable user authentication techniques in an increasingly interconnected society. Biometrics, the science of recognizing individuals based on their physical or behavioral traits, is gaining acceptance as a legitimate method for determining identity. The authors provide an overview of biometrics, highlighting its applications in various commercial, civilian, and forensic contexts. They address fundamental challenges in real-world biometric systems, such as scalability and security, and propose solutions to enhance the effectiveness of biometric technology in information security.
The paper outlines the advantages of biometric systems over traditional password-based authentication, including reliability, difficulty of copying, and the need for the user to be present during authentication. It also discusses the limitations of password-based systems, such as the vulnerability to social engineering and the ease of guessing or breaking simple passwords.
The authors describe various biometric traits, including face recognition, fingerprint, hand geometry, iris recognition, keystroke dynamics, signature, and voice, each with its own strengths and weaknesses. They emphasize the importance of selecting the appropriate biometric trait based on the specific application requirements.
The paper further explores the variability in biometric signals and representations, which can be influenced by factors such as inconsistent presentation, irreproducible presentation, and imperfect signal acquisition. These variations can lead to complex pattern recognition and decision-making processes in biometric systems.
The operation of a biometric system is explained, including the sensing, feature extraction, and matching processes. The paper also discusses the functionalities of biometric systems, such as verification, identification, and screening, and their applications in various domains.
The authors address the accuracy and template capacity of biometric systems, highlighting the trade-offs between false match and false nonmatch rates, as well as the failure to capture and enroll rates. They also discuss the vulnerabilities of biometric systems to zero-effort and adversary attacks, and propose methods to enhance template security and protect against template misuse.
Overall, the paper provides a comprehensive overview of biometrics, its benefits, challenges, and potential applications in information security.