How Data Scientists Use Synthetic Data to Beat Data Scarcity

Synthetic Data Boosts Fraud Detection by 8%

Research shows that synthetic transactional data enhances fraud detection models. An example from JP Morgan Chase (2023) demonstrated an 8% improvement in detecting fraud speeds when combined with GAN-generated data compared to using real data alone.