Видео с ютуба Neural Network Robustness

A law of robustness for neural networks

SoK: Certified Robustness for Deep Neural Networks

Towards Evaluating the Robustness of Neural Networks

Sebastien Bubeck - A law of robustness for two-layers neural networks

Optimization and Abstraction: A Synergistic Approach for Analyzing Neural Network Robustness

Neural Network Robustness – Careful what you verify! - Dr Matthew Daggitt

USENIX Security '23 - Precise and Generalized Robustness Certification for Neural Networks

Assessing Neural Network Robustness via Adversarial Pivotal Tuning

Robustness Guarantees for Deep Neural Networks on Videos

Optimization and Abstraction: A Synergistic Approach for Analyzing Neural Network Robustness

Towards Evaluating the Robustness of Neural Networks

L-CSS/ACC 2021: Robustness Analysis of Neural Networks

Robustness of Graph Neural Networks

On the Robustness of Deep Neural Networks

Training Noise-Robust Deep Neural Networks via Meta-Learning

Are Defenses for Graph Neural Networks Robust?

Robust Design of Deep Neural Networks Against Adversarial Attacks Based on Lyapunov Theory

Neural Networks with Provable Robustness Guarantees

[OOPSLA24] Verification of Neural Networks' Global Robustness

Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective