2 papers
cs.CR2024
Six Levels of Privacy: A Framework for Financial Synthetic Data
Tucker Balch, Vamsi K. Potluru, Deepak Paramanand +1
Synthetic Data is increasingly important in financial applications. In addition to the benefits it provides, such as improved financial modeling and better testing procedures, it p…
cs.LG2024
Synthetic Data Applications in Finance
Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta +17
Synthetic data has made tremendous strides in various commercial settings including finance, healthcare, and virtual reality. We present a broad overview of prototypical applicatio…