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Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples
We present DeClaW, a system for detecting, classifying, and warning of a...
07/01/2021 ∙ by Nelson Manohar-Alers, et al. ∙
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Essential Features: Reducing the Attack Surface of Adversarial Perturbations with Robust Content-Aware Image Preprocessing
Adversaries are capable of adding perturbations to an image to fool mach...
12/03/2020 ∙ by Ryan Feng, et al. ∙
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Query-Efficient Physical Hard-Label Attacks on Deep Learning Visual Classification
We present Survival-OPT, a physical adversarial example algorithm in the...
02/17/2020 ∙ by Ryan Feng, et al. ∙
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Robot-Assisted Feeding: Generalizing Skewering Strategies across Food Items on a Realistic Plate
A robot-assisted feeding system must successfully acquire many different...
06/05/2019 ∙ by Ryan Feng, et al. ∙
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