Adversarial Examples Unveiled

Florian sheds light on the mysterious nature of adversarial examples, revealing that they might be inherent to the data itself. By separating robust and non-robust features, researchers demonstrate how classifiers can be trained to be resilient to adversarial attacks based on the underlying data characteristics.