Imbalanced malware classification: an approach based on dynamic classifier selection

Keyphrases

• Malware Detection 100%
• Dynamic Classifier Selection 100%
• Malware 100%
• Malware Classification 100%
• Minority Class 66%
• Mobile Devices 33%
• Dynamic Selection 33%
• Security Threats 33%
• Random Forest 33%
• Classification Methods 33%
• Android Application 33%
• Superior Performance 33%
• Instance Hardness 33%
• Class Imbalance 33%
• User Data 33%
• Small Fraction 33%
• Selection Algorithm 33%
• Device Data 33%
• Ensemble Methods 33%
• Cyber Threats 33%
• Balancing Strategy 33%
• Machine Learning Strategies 33%
• Behavioral Malware Detection 33%
• Target Vulnerability 33%

Computer Science

• Malware Detection 100%
• Malware 100%
• Minority Class 66%
• Mobile Device 33%
• Machine Learning 33%
• Learning System 33%
• Random Decision Forest 33%
• User Data 33%
• Android Application 33%
• Superior Performance 33%
• Class Imbalance 33%
• Small Fraction 33%
• Ensemble Method 33%
• Detecting Malware 33%