MadDroid: malicious adware detection in Android using deep learning

Keyphrases

• Advertising Fraud 10%
• Adware 100%
• Adware Detection 100%
• Android 100%
• Android Mobile Application 10%
• Benign Application 10%
• Classification Accuracy 10%
• Deep Learning 100%
• Deep Learning Methods 10%
• Evaluation Metrics 10%
• Evasive Malware 10%
• Family Classification 10%
• Fraud Cost 10%
• Malware 30%
• Malware Detection 10%
• Optimized Convolutional Neural Network 10%
• Static Features 10%
• User Data 10%
• Vulnerability 10%

Computer Science

• Android 100%
• Benign Application 6%
• Convolutional Neural Network 6%
• Deep Learning Method 100%
• Evaluation Metric 6%
• Malware 100%
• Malware Detection 6%
• Smartphone App 6%
• User Data 6%