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07/27/2022
Will AI Make Cyber Swords or Shields: A few mathematical models of technological progress
We aim to demonstrate the value of mathematical models for policy debate...
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06/25/2022
Empirical Evaluation of Physical Adversarial Patch Attacks Against Overhead Object Detection Models
Adversarial patches are images designed to fool otherwise well-performin...
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10/06/2020
Downscaling Attack and Defense: Turning What You See Back Into What You Get
The resizing of images, which is typically a required part of preprocess...
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09/02/2020
Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance
Test, Evaluation, Verification, and Validation (TEVV) for Artificial Int...
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10/04/2019
Adversarial Examples for Cost-Sensitive Classifiers
Motivated by safety-critical classification problems, we investigate adv...
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09/30/2019
Defense in Depth: The Basics of Blockade and Delay
Given that individual defenses are rarely sufficient, defense-in-depth i...
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08/29/2018