2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2019
Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding
Utku Ozbulak, Arnout Van Messem, Wesley De Neve
Detecting adversarial examples currently stands as one of the biggest challenges in the field of deep learning. Adversarial attacks, which produce adversarial examples, increase th…
cs.LG2018★ 2 cited
How the Softmax Output is Misleading for Evaluating the Strength of Adversarial Examples
Utku Ozbulak, Wesley De Neve, Arnout Van Messem
Even before deep learning architectures became the de facto models for complex computer vision tasks, the softmax function was, given its elegant properties, already used to analyz…