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Cory Cornelius

Synthetic Dataset Generation for Adversarial Machine Learning Research

Jul 21, 2022
Xiruo Liu, Shibani Singh, Cory Cornelius, Colin Busho, Mike Tan, Anindya Paul, Jason Martin

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* AdvML Frontiers 2022

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Toward Few-step Adversarial Training from a Frequency Perspective

Oct 13, 2020
Hans Shih-Han Wang, Cory Cornelius, Brandon Edwards, Jason Martin

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* Proceedings of the 1st ACM Workshop on Security and Privacy on Artificial Intelligence (2020)
* 9 pages, 9 figures, SPAI'20, ACM ASIACCS 2020

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Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA

Apr 18, 2019
Cory Cornelius, Shang-Tse Chen, Jason Martin, Duen Horng Chau

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* Submitted as talk proposal to Dependable and Secure Machine Learning (DSML '19)

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The Efficacy of SHIELD under Different Threat Models

Feb 01, 2019
Cory Cornelius

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