Introduction
What this guide covers
Introduction Critical Systems · Security Engineering
Overview
Topics covered
- Introduction
- Ethics, Interpretability and Robustness in Artificial Intelligence
- Introduction to Trustworthy AI and Security Philosophy
- Mathematical Framework of Robustness and Adversarial Disturbances
- 2.1 Madry Minimax Formulation
- 2.2 The Disturbance Space
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
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\min_{\theta} \mathbb{E}_{(x, y) \sim \mathcal{D}} \left[ \max_{\delta \in \mathcal{S}} \mathcal{L}(f_\theta(x + \delta), y) \right]