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 techniques, ranging from phishing scams to data breaches at merchant sites . The consequences of such incidents occurr