Soteria: Detecting adversarial examples in control flow graph-based malware classifiers

Computer Science

• Malware 100%
• Control-Flow Graph 100%
• Adversarial Example 100%
• Malware Detection 50%
• Deep Learning Method 50%
• Convolutional Neural Network 25%
• Malware Family 25%
• Large Data Set 25%
• Malware Sample 25%
• Security Application 25%
• Learning Approach 25%
• Successful Attack 25%
• Feature Extraction 25%
• Random Walk 25%
• Internet-Of-Things 25%

Earth and Planetary Sciences

• State of the Art 100%
• Feature Representation 100%
• Pattern Recognition 100%
• Random Walk 100%