On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices

Computer Science

• Best Practice 100%
• Classification Models 100%
• Adversarial Robustness 100%
• Deep Neural Network 50%
• World Application 50%
• Medical Diagnosis 50%
• Adversarial Machine Learning 50%
• Threat Model 50%
• Medical Domain 50%
• Successful Attack 50%

Keyphrases

• Chest X-ray Classification 100%
• Failed Attacks 50%
• Threat Model 50%
• Robustness Index 50%
• CIFAR 50%
• Natural Images 50%
• Risk Consequence 50%
• Architecture Metrics 50%
• Methodological Foundations 50%

Earth and Planetary Sciences

• X Ray 100%