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Cory Cornelius

Imperceptible Adversarial Examples in the Physical World

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Nov 25, 2024
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Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation

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May 13, 2024
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Investigating the Adversarial Robustness of Density Estimation Using the Probability Flow ODE

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Oct 10, 2023
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Robust Principles: Architectural Design Principles for Adversarially Robust CNNs

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Sep 01, 2023
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RobArch: Designing Robust Architectures against Adversarial Attacks

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Jan 08, 2023
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Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models

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Aug 22, 2022
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Synthetic Dataset Generation for Adversarial Machine Learning Research

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Jul 21, 2022
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Toward Few-step Adversarial Training from a Frequency Perspective

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Oct 13, 2020
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Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA

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Apr 18, 2019
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The Efficacy of SHIELD under Different Threat Models

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Feb 01, 2019
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