深度学习模型鲁棒性研究综述

Keyphrases

• Deep Learning Model 100%
• Robustness Certification 100%
• Certification Methods 100%
• Deep Neural Network 71%
• Adversarial Examples 71%
• Model Robustness 42%
• Deep Learning 42%
• Robustness Bound 42%
• Security Threats 28%
• Real-world Application 28%
• Adversarial Attack 28%
• Computational Cost 14%
• Computationally Expensive 14%
• Scale Development 14%
• Security Issues 14%
• Speech Recognition 14%
• Plethora 14%
• Excellent Performance 14%
• Image Classification 14%
• Large-scale Networks 14%
• Medium Size 14%
• Industrialization 14%
• Insecurity 14%
• Reachability Analysis 14%
• Natural Language Processing 14%
• Abstract Interpretation 14%
• Artificial Intelligence 14%
• Convex Polytope 14%
• Critical Security 14%
• Adversarial Environment 14%
• Object Detection 14%
• Interpretation Method 14%
• Big Data Era 14%
• Arms Race 14%
• Algorithmic Level 14%
• Mixed Integer Linear Program 14%
• Semantic Segmentation 14%
• Attack Defense 14%
• Satisfiability Modulo Theories 14%
• Deep Learning System 14%
• Adversarial Defense 14%
• Certified Robustness 14%
• Polytopal Methods 14%

Computer Science

• Deep Neural Network 100%
• Deep Learning Model 100%
• Adversarial Example 83%
• Deep Learning 66%
• World Application 33%
• Adversarial Machine Learning 33%
• Surrounding Region 33%
• Natural Language Processing 16%
• Computational Cost 16%
• Image Segmentation 16%
• Learning Systems 16%
• Speech Recognition 16%
• Artificial Intelligence 16%
• Research Direction 16%
• Reachability Analysis 16%
• Linear Program 16%
• Big Data 16%
• Abstract Interpretation 16%
• Critical Application 16%
• Object Detection 16%
• Image Classification 16%