Advanced Facial Biometrics for Secure and Convenient ATM Transactions

Advanced Facial Biometrics for Secure and Convenient ATM Transactions

Pavan kumar K V, K M Sowmyashree

Dept of MCA

PES College of Engineering

Mandya

Abstract

In today's rapidly evolving digital landscape, ensuring the security and convenience of ATM transactions is of paramount importance. Traditional authentication methods, such as PINs and cards, have proven vulnerable to fraud and identity theft. To address these concerns, facial biometrics technology has emerged as a cutting-edge solution. This abstract presents "Visage Guard," an advanced facial biometrics system designed to enhance security and convenience in ATM transactions. By capturing and analyzing unique facial features, the system verifies the identity of the user in real-time, ensuring a high level of accuracy and reliability. This eliminates the need for physical cards or memorizing complex PINs, simplifying

The authentication process and providing a seamless user experience. The system employs state-of-the-art anti-spoofing techniques to counteract potential fraudulent attempts. By incorporating depth sensing, liveness detection, and motion analysis, Visage Guard ensures that only genuine live faces are recognized, minimizing the risk of unauthorized access. Additionally, the system continuously adapts and improves its recognition capabilities through machine learning, staying ahead of evolving threats and ensuring long-term security.

Keywords

Cardless ATM, face recognition, biometric authentication, facial features, secure access, face detection, face recognition, transaction authorization, pre-registered database, anti-spoofing mechanisms, multi-factor authentication, convenience, security, user-friendly, banking experience.