Tag
#adversarial-robustness
2 posts tagged adversarial-robustness.
- Research
UAR: Measuring Neural Network Robustness Against Attacks You Haven't Seen Yet
OpenAI's Unforeseen Attack Robustness metric quantifies how well a classifier holds up against adversarial perturbations outside its training distribution
- attacks
Universal Adversarial Perturbations: One Vector That Fools Inputs
Unlike per-image attacks, universal adversarial perturbations are input-agnostic: a single crafted noise vector causes misclassification across virtually