Cyber attacks are common occurrences that often make headlines, but the leakage of personal information, particularly credit card data, can have severe consequences for individuals. It is essential to understand the techniques employed by cyber criminals to steal this sensitive information. Credit card fraud in the United States has been on the rise, with total losses reaching approximately $12.16 billion in 2021, according to Insider Intelligence. Card-Not-Present (CNP) fraud constituted 72% of these losses, with a substantial portion attributed to Chinese fraudsters.