MANIS: Evading malware detection system on graph structure

Keyphrases

• Graph Structure 100%
• Malware Detection 100%
• Graph Processing System 100%
• Adversarial Examples 60%
• Classification Accuracy 40%
• Adversarial Learning 40%
• Evade 40%
• Machine Learning Classification 20%
• Classification System 20%
• Full Knowledge 20%
• Graph-based 20%
• Machine Learning System 20%
• Attacker 20%
• Malicious Code 20%
• Learning Design 20%
• Malware 20%
• Malicious Behavior 20%
• Data Manipulation 20%
• Recommendation System 20%
• Entire Graphs 20%
• Machine Learning on Graphs 20%
• Node Injection 20%
• Gray Hole Attack 20%
• White-box Attack 20%
• Social Recommendation 20%
• Molecular Structure Prediction 20%
• Adversarial Data 20%

Computer Science

• Adversarial Example 100%
• Malware Detection 100%
• Adversarial Machine Learning 66%
• Misclassification Rate 66%
• Machine Learning 66%
• Learning System 66%
• Machine Learning 33%
• Attackers 33%
• Malicious Code 33%
• Malware 33%
• Data Manipulation 33%
• Malicious Activity 33%
• Based Malware Detection 33%
• Structured Data 33%
• Social Network 33%