Detecting Android Malware with Convolutional Neural Networks and Hilbert Space-Filling Curves

Keyphrases

• Convolutional Neural Network 100%
• Android Malware 100%
• Network Space 100%
• Hilbert Space-filling Curve 100%
• Deep Learning 66%
• Malware Detection 66%
• Android App 66%
• Detection Accuracy 66%
• InceptionV3 66%
• Image Data 33%
• Byte 33%
• Image-based 33%
• Training Model 33%
• High Performance 33%
• Spatial Relationship 33%
• Transfer Learning 33%
• F1 Score 33%
• Spatial Representation 33%
• Android 33%
• Feature Engineering 33%
• ResNet50 33%
• Grayscale Image 33%
• Executable File 33%
• EfficientNet 33%
• Computer Vision Techniques 33%
• Dalvik 33%
• Image-based Approach 33%
• Bytecode 33%
• VGG16 33%
• Custom Convolutional Neural Network 33%
• Sequence Structure 33%
• Relationship Detection 33%
• Sequential Relationship 33%
• David Hilbert 33%
• Space-filling Curve 33%
• Hilbert Transformation 33%

Computer Science

• VGG16 33%