The escalating prevalence of online digital transactions has unfortunately created a fertile prime ground for cybercriminals seeking website to steal obtain credit card data. These malicious actors are employing increasingly sophisticated techniques, ranging from phishing scams fraudulent emails to data breaches data compromises at merchant sites .