25 citations · 28 across the 3 of their papers we have counts for
3 papers
Understanding the Covariance Structure of Convolutional Filters
Asher Trockman, Devin Willmott, J. Zico Kolter
Neural network weights are typically initialized at random from univariate distributions, controlling just the variance of individual weights even in highly-structured operations l…
You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries
Devin Willmott, Anit Kumar Sahu, Fatemeh Sheikholeslami +2
Researchers have repeatedly shown that it is possible to craft adversarial attacks on deep classifiers (small perturbations that significantly change the class label), even in the…
Black-box Adversarial Attacks with Bayesian Optimization
Satya Narayan Shukla, Anit Kumar Sahu, Devin Willmott +1
We focus on the problem of black-box adversarial attacks, where the aim is to generate adversarial examples using information limited to loss function evaluations of input-output p…