A Survey Paper on Securing Fingerprint-based ...

A Survey Paper on Securing Fingerprint-based Authentication Systems

Author Name : Prof. Dr. Kamini Nalawade, Janhavi Sanap, Manishkumar Singh, Om Kayastha, Pranav Patil

ABSTRACT

Fingerprints are crucial to forensic analysis, law enforcement, customs access, and other aspects of public security and criminal investigation. Additionally, it can contribute to people having a more fulfilling and secure life. Many machine learning and neural network methods have been put forth for the collection, identification, categorization, and analysis of fingerprints. In this paper, we present the deep literature survey on widely used techniques in fingerprint recognition system. Some of the popular techniques of Fingerprint Authentication System.

In recent years, fingerprints have been widely and successfully used as identity proof. primarily because they have the lowest chance of invasion, are stable in life, stand out among the population, and are original. A bio-metric system called fingerprint technology is used to categorized people according to their physical characteristics. The most popular biometric method used to give authentication is fingerprint matching. The fingerprint identification system searches for unprocessed images first, does pre-processing, and then defines the features of those images as vectors and stores them as image records in fingerprint databases. In this paper we present a deep literature survey on Fingerprint based authentication system.

Keywords:  The terms Antispoofing, biometrics, liveness detection, and fingerprints are all examples of biometrics. ,"authentication," "biometrics," "computer security," "dictionary attack," "fingerprint recognition," "climbing a mountain," and "mobile applications" are all used.