Nageen Himayat

Investigating the Adversarial Robustness of Density Estimation Using the Probability Flow ODE

2023 · arXiv (Cornell University)

Beyond their impressive sampling capabilities, score-based diffusion models offer a powerful analysis tool in the form of unbiased density estimation of a query sample under the training data distribution. In this work, we investigate the …