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