CryptoCredit: Securely Training Fair Models

Leo de Castro, Jiahao Chen, Antigoni Polychroniadou

When developing models for regulated decision making, sensitive features like age, race and gender cannot be used and must be obscured from model developers to prevent bias. Howeve…