2024
Compositional Curvature Bounds for Deep Neural Networks
ICML 2024poster
A key challenge that threatens the widespread use of neural networks in safety-critical applications is their vulnerability to adversarial attacks. In this paper, we study the second-order behavior of continuously differentiable deep neural networks, focusing on robustness against adversarial pertur…