The escalating here prevalence of online transactions has unfortunately created a fertile rich ground for cybercriminals seeking to steal credit card data. These malicious actors are employing increasingly sophisticated techniques, ranging from phishing scams deceptive schemes to data breaches data compromises at merchant sites e-commerce platforms