机器学习模型可解释性方法,应用与安全研究综述

Keyphrases

• Technique Application 100%
• Interpretable Machine Learning 100%
• Machine Learning 66%
• Interpretation Method 66%
• Model Interpretation 66%
• Research on Models 66%
• Real-time Task 33%
• Plethora 33%
• Related Technology 33%
• Interpretation Problem 33%
• Critical Security 33%
• Machine-made 33%
• Machine Learning Models 33%
• Scientific Classification 33%
• Technology Analysis 33%
• Model Interpretability 33%
• Working Mechanism 33%

Computer Science

• Interpretability 100%
• Machine Learning 100%
• Learning System 100%
• Research Community 14%
• Potential Application 14%
• Research Direction 14%
• Related Technology 14%
• Widespread Application 14%
• Interpretable Machine Learning 14%

Psychology

• Learning Model 100%