Search Results for author: Colin Busho

Found 2 papers, 1 papers with code

Synthetic Dataset Generation for Adversarial Machine Learning Research

1 code implementation21 Jul 2022 Xiruo Liu, Shibani Singh, Cory Cornelius, Colin Busho, Mike Tan, Anindya Paul, Jason Martin

Existing adversarial example research focuses on digitally inserted perturbations on top of existing natural image datasets.

BIG-bench Machine Learning

Adversarial Attack Attribution: Discovering Attributable Signals in Adversarial ML Attacks

no code implementations8 Jan 2021 Marissa Dotter, Sherry Xie, Keith Manville, Josh Harguess, Colin Busho, Mikel Rodriguez

In other words, is there a way to find a signal in these attacks that exposes the attack algorithm, model architecture, or hyperparameters used in the attack?

Adversarial Attack Attribute +1

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