Picture for Cory Cornelius

Cory Cornelius

Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation

Add code
May 13, 2024
Viaarxiv icon

Investigating the Adversarial Robustness of Density Estimation Using the Probability Flow ODE

Add code
Oct 10, 2023
Viaarxiv icon

Robust Principles: Architectural Design Principles for Adversarially Robust CNNs

Add code
Sep 01, 2023
Figure 1 for Robust Principles: Architectural Design Principles for Adversarially Robust CNNs
Figure 2 for Robust Principles: Architectural Design Principles for Adversarially Robust CNNs
Figure 3 for Robust Principles: Architectural Design Principles for Adversarially Robust CNNs
Figure 4 for Robust Principles: Architectural Design Principles for Adversarially Robust CNNs
Viaarxiv icon

RobArch: Designing Robust Architectures against Adversarial Attacks

Add code
Jan 08, 2023
Viaarxiv icon

Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models

Add code
Aug 22, 2022
Figure 1 for Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models
Figure 2 for Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models
Figure 3 for Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models
Figure 4 for Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models
Viaarxiv icon

Synthetic Dataset Generation for Adversarial Machine Learning Research

Add code
Jul 21, 2022
Figure 1 for Synthetic Dataset Generation for Adversarial Machine Learning Research
Figure 2 for Synthetic Dataset Generation for Adversarial Machine Learning Research
Figure 3 for Synthetic Dataset Generation for Adversarial Machine Learning Research
Figure 4 for Synthetic Dataset Generation for Adversarial Machine Learning Research
Viaarxiv icon

Toward Few-step Adversarial Training from a Frequency Perspective

Add code
Oct 13, 2020
Figure 1 for Toward Few-step Adversarial Training from a Frequency Perspective
Figure 2 for Toward Few-step Adversarial Training from a Frequency Perspective
Figure 3 for Toward Few-step Adversarial Training from a Frequency Perspective
Figure 4 for Toward Few-step Adversarial Training from a Frequency Perspective
Viaarxiv icon

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

Add code
Apr 18, 2019
Figure 1 for Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA
Figure 2 for Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA
Figure 3 for Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA
Figure 4 for Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA
Viaarxiv icon

The Efficacy of SHIELD under Different Threat Models

Add code
Feb 01, 2019
Figure 1 for The Efficacy of SHIELD under Different Threat Models
Figure 2 for The Efficacy of SHIELD under Different Threat Models
Figure 3 for The Efficacy of SHIELD under Different Threat Models
Figure 4 for The Efficacy of SHIELD under Different Threat Models
Viaarxiv icon

ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector

Add code
Sep 03, 2018
Figure 1 for ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector
Figure 2 for ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector
Figure 3 for ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector
Figure 4 for ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector
Viaarxiv icon