A Visual Tour to Empirical Neural Network Robustness
Chen Chen - University of Maryland, College Park, United States
Jinbin Huang - Arizona state university, Tempe, United States
Ethan M Remsberg - University of Maryland, College Park, United States
Zhicheng Liu - University of Maryland, College Park, United States
Room: Bayshore I
2024-10-13T12:30:00ZGMT-0600Change your timezone on the schedule page
2024-10-13T12:30:00Z
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Abstract
In this article, we present several key concepts about empirical neural network robustness, including PGD attack, adversarial training, and accuracy-robustness tradeoff, with interactive visualizations.