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03/16/2023
Developing IncidentUI – A Ride Comfort and Disengagement Evaluation Application for Autonomous Vehicles
This report details the design, development, and implementation of Incid...
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07/01/2020
Robust Learning against Logical Adversaries
Test-time adversarial attacks have posed serious challenges to the robus...
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06/07/2019
Adversarial Examples for Non-Parametric Methods: Attacks, Defenses and Large Sample Limits
Adversarial examples have received a great deal of recent attention beca...
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05/28/2019
An Investigation of Data Poisoning Defenses for Online Learning
We consider data poisoning attacks, where an adversary can modify a smal...
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08/27/2018
Data Poisoning Attacks against Online Learning
We consider data poisoning attacks, a class of adversarial attacks on ma...
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06/13/2017
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples
Motivated by applications such as autonomous vehicles, test-time attacks...
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03/13/2016