Six Levels of Privacy: A Framework for Financial Synthetic Data

no code implementations • 20 Mar 2024 • Tucker Balch, Vamsi K. Potluru, Deepak Paramanand, Manuela Veloso

In addition to the benefits it provides, such as improved financial modeling and better testing procedures, it poses privacy risks as well.

Synthetic Data Generation

Synthetic Data Applications in Finance

no code implementations • 29 Dec 2023 • Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta, Niccolò Dalmasso, Yousef El-Laham, Elizabeth Fons, Mohsen Ghassemi, Sriram Gopalakrishnan, Vikesh Gosai, Eleonora Kreačić, Ganapathy Mani, Saheed Obitayo, Deepak Paramanand, Natraj Raman, Mikhail Solonin, Srijan Sood, Svitlana Vyetrenko, Haibei Zhu, Manuela Veloso, Tucker Balch

Synthetic data has made tremendous strides in various commercial settings including finance, healthcare, and virtual reality.

Fairness Time Series