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