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Chawin Sitawarin

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Part-Based Models Improve Adversarial Robustness

Sep 15, 2022
Chawin Sitawarin, Kornrapat Pongmala, Yizheng Chen, Nicholas Carlini, David Wagner

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Adversarial Examples for $k$-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams

Nov 19, 2020
Chawin Sitawarin, Evgenios M. Kornaropoulos, Dawn Song, David Wagner

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Improving Adversarial Robustness Through Progressive Hardening

Mar 18, 2020
Chawin Sitawarin, Supriyo Chakraborty, David Wagner

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Minimum-Norm Adversarial Examples on KNN and KNN-Based Models

Mar 14, 2020
Chawin Sitawarin, David Wagner

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Defending Against Adversarial Examples with K-Nearest Neighbor

Jun 23, 2019
Chawin Sitawarin, David Wagner

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Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples

May 05, 2019
Vikash Sehwag, Arjun Nitin Bhagoji, Liwei Song, Chawin Sitawarin, Daniel Cullina, Mung Chiang, Prateek Mittal

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On the Robustness of Deep K-Nearest Neighbors

Mar 20, 2019
Chawin Sitawarin, David Wagner

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DARTS: Deceiving Autonomous Cars with Toxic Signs

May 31, 2018
Chawin Sitawarin, Arjun Nitin Bhagoji, Arsalan Mosenia, Mung Chiang, Prateek Mittal

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Rogue Signs: Deceiving Traffic Sign Recognition with Malicious Ads and Logos

Mar 26, 2018
Chawin Sitawarin, Arjun Nitin Bhagoji, Arsalan Mosenia, Prateek Mittal, Mung Chiang

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Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars

Dec 04, 2017
Mark Martinez, Chawin Sitawarin, Kevin Finch, Lennart Meincke, Alex Yablonski, Alain Kornhauser

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