Review On Credit Card Fraud Detection
Hiba Fathima K P, R Riji · International Journal of Research Publication and Reviews · 2025
In recent years, credit card theft has become a major concern, presenting financial hazards to consumers, businesses, and financial institutions.All parties concerned have suffered significant financial losses as a result of the unintentional rise in fraudulent activity brought on by the widespread use of credit cards.Machine learning has emerged as one of the most successful methods for identifying and stopping fraudulent transactions, which helps to lessen this increasing difficulty.An extensive analysis of the many machine learning methods used in credit card fraud detection is given in this research.It assesses these techniques using important performance indicators like specificity, accuracy, and precision.The study intends to determine the most effective strategies for improving fraud detec-tion systems, guaranteeing increased security and dependability in financial transactions, by evaluating and contrasting these metrics.