GF-Score: Certified Class-Conditional Robustness Evaluation with Fairness Guarantees

Arya Shah, Kaveri Visavadiya, Manisha Padala

Adversarial robustness is essential for deploying neural networks in safety-critical applications, yet standard evaluation methods either require expensive adversarial attacks or r…