DefinePK

Abstract

Almost everyone in the world use Automated Teller Machine (ATM) to either withdraw or deposit money from the bank account. However, most ATM Machines are prone to security risk, security breach, even though every ATM is equipped with CCTV installation. Some of security risk involves at ATM centre includes damaging ATM machine and decamping with cash, damaging CCTV camera to erase the identity of who involved in the crime, installing skimmer machine to capture debit card details and PIN number to create fake debit card, attacking ATM users and looting their valuable money withdrawn from ATM machine, murdering security guard for the purpose of looting ATM, withdrawing money by using fake ATM card. ATM crime is on the raise in the recent years due to its remote location. To enhance ATM security and to protect ATM centre form untoward incidents, new form of security framework needs to be identified. This paper presents a solution to identify unusual activities at ATM premises. For efficient detection of unusual activity in the ATM premises, this paper proposes a new mechanism of different window size to capture action rich frame that helps us to identify unusual activity and alert anticrime cell to avert ATM crime. This paper also proposes idea of recognizing unusual sounds such as breaking ATM machine with rod, screaming sound of customer, bursting sound of pistol within ATM centre which generates high decibels than decibels generated by normal human conversation and alert bank personal about ongoing crime that helps to catch culprit red handed. This mechanism allows the system to send notification message to bank authorities about ongoing troublesome activities, even CCTV camera damaged by criminal.