Evaluating the robustness of neural networks: An extreme value theory approach

Keyphrases

• Neural Network 100%
• Robustness Index 100%
• Extreme Value Theory 100%
• Adversarial Examples 100%
• Estimation Problem 33%
• Network Robustness 33%
• Comprehensive Measure 33%
• Efficient Evaluation 33%
• Robustness Analysis 33%
• Lipschitz Constant 33%
• Agnostic 33%
• Lipschitz 33%
• Security Implications 33%
• Initial Attack 33%
• Rectified Linear Unit (ReLU) 33%
• U-Net 33%
• Neural Network Classifier 33%
• Wide Neural Network 33%
• MobileNet 33%
• InceptionV3 33%
• Local Lipschitz 33%

Computer Science

• Neural Network 100%
• Adversarial Example 75%
• Experimental Result 25%
• Security Implication 25%
• Residual Neural Network 25%
• Inception V3 25%

Chemical Engineering

• Neural Network 100%