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