2023
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion
NeurIPS 2023poster
Randomized smoothing is a leading approach for constructing classifiers that are certifiably robust against adversarial examples. Existing work on randomized smoothing has focused on classifiers with continuous inputs, such as images, where $\ell_p$-norm bounded adversaries are commonly studied. How…