Technical articles · Date not stated
Safe-SCAD guidance on neural-network robustness and sensitivity
2.3.3 Verification of the learned model
Overview
Explains local and targeted robustness and feature sensitivity using tools such as Marabou and clustering-based analysis. Driver-reaction prediction provides an example, with formal guarantees tied to the specified region and perturbation bounds.