• Dhanashri Phadtare
• Dr.Brijendra Gupta

The pin-based verification is the foundation of the current ATM security authentication method. A variety of factors, including urgency, pin memorizing, interaction speed, and inadvertent pin sharing, might affect the system. It is simple to clone cards containing magnetic chips. Security and vulnerability are two sides of the same coin; when an automated machine's security is compromised, it becomes vulnerable. Manufacturers of automated teller machines continue to add and improve security features so that customers can conduct banking transactions without difficulty or concern that money will be taken from their account. However, the same fraudsters work just as quickly to get past the newly developed security features so they can access the automated teller machine and take advantage of the bank accounts. In order to help people live safe and secure lives, we want to prevent ATM theft, theft, and misuse. The suggested solution is built on an intelligence framework to ensure that ATMs are used without reluctance or delay and to bring about global digitization. The process continues when the consumer inserts their card into the ATM. To give people a genuine security solution, the ATM security system concept is founded on Face verification has been developed. The project effort primarily focuses on designing and implementing an ATM security system that uses face verification and the LRR algorithm. Existing system limitations are addressed in our suggested framework. The system will provide you the opportunity to process any transaction. The initial self-user, where the system will ask to "Verify Face" and, if it matches the image stored in banks, permit the transaction to be processed

ATM, Security, Fraud, Face Recognition, LRR, OTP

"Advanced Security for ATM Transaction using Face Recognition and OTP verification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 11, page no.a567-a570, November-2024, Available :http://www.jetir.org/papers/JETIR2411061.pdf

"Advanced Security for ATM Transaction using Face Recognition and OTP verification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 11, page no. ppa567-a570, November-2024, Available at : http://www.jetir.org/papers/JETIR2411061.pdf