2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.LG2020
Verifying the Causes of Adversarial Examples
Honglin Li, Yifei Fan, Frieder Ganz +2
The robustness of neural networks is challenged by adversarial examples that contain almost imperceptible perturbations to inputs, which mislead a classifier to incorrect outputs i…
cs.LG2019★ 2 cited
An Adaptive View of Adversarial Robustness from Test-time Smoothing Defense
Chao Tang, Yifei Fan, Anthony Yezzi
The safety and robustness of learning-based decision-making systems are under threats from adversarial examples, as imperceptible perturbations can mislead neural networks to compl…