ZKBoost: Zero-Knowledge Verifiable Training for XGBoost

Nikolas Melissaris, Antigoni Polychroniadou, Akira Takahashi +2

Gradient boosted decision trees, particularly XGBoost, are among the most effective methods for tabular data. As deployment in sensitive settings increases, cryptographic guarantee…