Anshula Sharma

Unsupervised Fraud Detection Under Extreme Class Imbalance: A Comparative Study

Credit card fraud detection is challenging due to extreme class imbalance in transaction data and the evolving nature of fraudulent behavior, which causes traditional supervised classifiers to favor legitimate transactions and report misleadingly high accuracy. This paper presents a comparative study of four unsupervis...