The escalating prevalence of online digital transactions has unfortunately created a fertile prime ground for cybercriminals seeking to steal acquire credit card data. These malicious actors are employing increasingly sophisticated advanced techniques, ranging from phishing scams to data breaches at merchant sites . The consequences of such inciden