219 citations · 251 across the 8 of their papers we have counts for
Showing 2019Show all
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stat.ML2019★ 3 cited
Adversarial Examples for Cost-Sensitive Classifiers
Gavin S. Hartnett, Andrew J. Lohn, Alexander P. Sedlack
Motivated by safety-critical classification problems, we investigate adversarial attacks against cost-sensitive classifiers. We use current state-of-the-art adversarially-resistant…
cs.CR2019
Defense in Depth: The Basics of Blockade and Delay
Andrew J. Lohn
Given that individual defenses are rarely sufficient, defense-in-depth is nearly universal and options for individual defensive layers abound. We develop a simple mathematical theo…