LDPKiT: Superimposing Remote Queries for Privacy-Preserving Distillation

Kexin Li, Aastha Mehta, David Lie

To protect privacy in regulated domains such as healthcare and finance, model owners may allow only remote API access while keeping both the training data and model parameters priv…