Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges

Parameswaran Kamalaruban, Yulu Pi, Stuart Burrell +4

Ensuring fairness in transaction fraud detection models is vital due to the potential harms and legal implications of biased decision-making. Despite extensive research on algorith…