Query-Efficient Black-Box Attack against Sequence-Based Malware Classifiers

Keyphrases

• Sequence-based 100%
• Black Hole Attack 100%
• Malware Classifier 100%
• Attacker 25%
• Malware 25%
• Confidence Score 25%
• Efficient Attack 25%
• Adversarial Examples 25%
• Classifier Confidence 25%
• Deep Neural Network 12%
• Recurrent Neural Network 12%
• Machine Learning 12%
• Four States 12%
• Support Vector Machine 12%
• Minimal Cost 12%
• API Calls 12%
• Misclassified 12%
• Non-sequential 12%
• Cloud-based 12%
• Gradient Boosting Decision Tree 12%
• Sequential Features 12%
• Sequence Features 12%
• Model Driven Architecture 12%
• Network Support 12%
• Classifier Architectures 12%
• Attack Effectiveness 12%
• API Call Sequence 12%
• Attack Success Rate 12%
• Gradient Vector 12%

Computer Science

• Malware 100%
• Black-Box Attack 100%
• Attackers 20%
• Confidence Score 20%
• Adversarial Example 20%
• Predicted Class 20%
• Decision Trees 10%
• Machine Learning 10%
• Deep Neural Network 10%
• Recurrent Neural Network 10%
• Support Vector Machine 10%
• Model Architecture 10%
• Network Support 10%