A Survey of Explainable Graph Neural Networks for Cyber Malware Analysis

Keyphrases

• Cyber 100%
• Malware Detection 100%
• Malware Analysis 100%
• Graph Neural Network 100%
• Malware 50%
• Detection Method 25%
• Computational Expense 25%
• Sparsity 25%
• Neural Network Model 25%
• Perturbation Method 25%
• Detection Task 25%
• Gradient Method 25%
• Detection Problem 25%
• Classification Problem 25%
• Computational Performance 25%
• Machine Learning Techniques 25%
• Control Flow Graph 25%
• Automatically Identify 25%
• Detection Dataset 25%
• Cybersecurity 25%
• Graph Classification 25%
• Human-Interpretable 25%
• Malicious Program 25%
• Malware Attribution 25%
• Neural Network Explanation 25%

Computer Science

• Malware Analysis 100%
• Malware Detection 100%
• Graph Neural Network 100%
• Machine Learning 25%
• Sparsity 25%
• Detection Method 25%
• Classification Problem 25%
• Control-Flow Graph 25%
• Malware 25%
• Cybersecurity 25%
• Malicious Program 25%
• Malware Analyst 25%