Boosting the detection of malicious documents using designated active learning methods

Keyphrases

• Active Learning Methods 100%
• Malicious Documents 100%
• Docx 100%
• Detection Model 50%
• Antivirus Software 50%
• SVM Margin 33%
• Passive Learning 33%
• Detection Accuracy 16%
• Attacker 16%
• Extraction Methods 16%
• Small Sets 16%
• Malware 16%
• Innocent 16%
• Feature Extraction 16%
• Labeling Effort 16%
• Malicious Files 16%
• Model Capabilities 16%
• Microsoft Word 16%
• Knowledge Store 16%
• Targeted Attack 16%

Computer Science

• Active Learning 100%
• Antivirus Software 50%
• Support Vector Machine 33%
• Attackers 16%
• Malware 16%
• Feature Extraction 16%
• Targeted Attack 16%
• Microsoft Word 16%