Towards Certifying the Asymmetric Robustness for Neural Networks: Quantification and Applications

Keyphrases

• Neural Network 100%
• Network Applications 100%
• Deep Neural Network 100%
• Network Quantification 100%
• Robustness Bound 40%
• Adversarial Examples 40%
• Certifiable Robustness 40%
• Geometric Properties 20%
• Plethora 20%
• Vulnerability 20%
• Sensitive Domains 20%
• Benchmark Dataset 20%
• Attacker 20%
• Arms Race 20%
• Network Datasets 20%
• Hyperrectangle 20%
• Certification Framework 20%
• Neural Network Prediction 20%

Computer Science

• Neural Network 100%
• Deep Neural Network 100%
• Adversarial Example 40%
• Use Case 20%
• Attackers 20%
• Hyperrectangle 20%
• Sensitive Domain 20%