methods / Theoretical / Analytical / Decision-boundary volume estimation (Weyl tube formula + Monte Carlo)
Decision-boundary volume estimation (Weyl tube formula + Monte Carlo)
Estimates the local surface volume of a classifier's decision boundary by Monte Carlo sampling of an epsilon-tubular neighborhood, using an adversarial-example-finding method (e.g. FGSM) as a cheap distance-to-boundary oracle, justified by Weyl's classical tube formula relating small-epsilon neighborhood volume to the hypersurface's own volume.