privacy-utility trade-off

4 papers

• Deep Learning with Plausible Deniability
• Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
• GeoClip: Geometry-Aware Clipping for Differentially Private SGD
• Self-Refining Language Model Anonymizers via Adversarial Distillation