DeepVD: Toward Class-Separation Features for Neural Network Vulnerability Detection

Keyphrases

• Class Separation 100%
• Vulnerability Detection 100%
• Neural Network Vulnerability 100%
• Vulnerability 75%
• Deep Machine Learning 50%
• Deep Learning Methods 50%
• Detection Model 50%
• Machine Learning 25%
• Detection Method 25%
• Software Vulnerability 25%
• Automatically Identify 25%
• Deep Learning 25%
• Graph Neural Network 25%
• Class Separability 25%
• Flow Graph 25%
• Levels of Abstraction 25%
• Code Patterns 25%
• Exception Handling 25%
• Tree Cover 25%
• Vulnerability Database 25%
• Ablation Study 25%
• Vulnerable Code 25%
• Dominator Tree 25%
• Part-of 25%
• Graph Covering 25%
• Error Handling 25%
• Speech Tagging 25%
• Exception Flow 25%
• Execution Flow 25%

Computer Science

• Network Vulnerability 100%
• Neural Network 100%
• Vulnerability Detection 100%
• Machine Learning 75%
• Deep Learning 75%
• Software Vulnerability 25%
• Dominator Tree 25%
• Parts Of Speech Tagging 25%
• Error Handling 25%