Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework

Keyphrases

• Detection Framework 100%
• Active Learning 100%
• Learning-based 100%
• Portable Document Format 100%
• Executable File 50%
• Antivirus 50%
• Detection Model 25%
• Interorganizational Networks 12%
• Attacker 12%
• Machine Learning Techniques 12%
• Last Days 12%
• Security Analysts 12%
• Active Learning Methods 12%
• SVM Margin 12%
• Learning-based Framework 12%
• Model Capabilities 12%
• Advanced Persistent Threat 12%
• Email Messages 12%
• Knowledge Store 12%
• Web Browser 12%
• Malicious Content 12%
• Naïve Users 12%
• Model Virus 12%

Computer Science

• Based Active Learning 100%
• Data Type 100%
• Document Format 100%
• Executable File 50%
• Antivirus 50%
• Attackers 12%
• Machine Learning 12%
• Security Expert 12%
• Support Vector Machine 12%
• Active Learning 12%
• Advanced Persistent Threat 12%
• Web Browser 12%
• Malicious Content 12%
• Malicious Operation 12%