Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics

Keyphrases

• Neural Network 100%
• Network Attacks 100%
• Rank Metric 100%
• Network Defense 100%
• Reciprocal Rank 100%
• Classification Metrics 50%
• Anti-attack 50%
• Adaptation 25%
• Classification Task 25%
• Unique Characteristics 25%
• Multi-class Classification 25%
• Network Measures 25%
• Information Retrieval 25%
• Accuracy-based 25%
• Security Breaches 25%
• Network Functionality 25%
• ImageNet Dataset 25%
• Traditional Classification 25%
• Normalized Discounted Cumulative Gain 25%
• Neural Network Prediction 25%
• Adversarial Examples 25%
• Recovery Effect 25%
• Input Modification 25%
• Novel Metric 25%
• Ranked List 25%
• VGG19 Model 25%
• Adversarial Scenarios 25%

Computer Science

• Neural Network 100%
• Network Defense 100%
• Classification Task 20%
• Multiclass Classification 20%
• Security Breach 20%
• Network Functionality 20%
• VGG-19 Convolutional Neural Network 20%
• Adversarial Example 20%
• Information Retrieval 20%
• Probability 20%