A Byte Sequence is Worth an Image: CNN for File Fragment Classification Using Bit Shift and n-Gram Embeddings

Keyphrases

• N-gram 100%
• Bit Shift 100%
• Byte 100%
• Convolutional Neural Network 100%
• File Fragment Classification 100%
• File Fragments 25%
• 2D Image 16%
• State-of-the-art Techniques 8%
• Image Sequence 8%
• Grayscale Image 8%
• Image Fusion 8%
• Accuracy Improvement 8%
• Number of Bits 8%
• Data Augmentation 8%
• Internet Security 8%
• Fusion Network 8%
• Memory Forensics 8%
• Variable Length Coding 8%
• Sequence Fusion 8%

Computer Science

• Convolutional Neural Network 100%
• Gray-Scale Images 50%
• Image Fusion 50%
• Internet Security 50%
• Data Augmentation 50%
• Variable Length 50%
• Variable Number 50%
• Information Bit 50%
• Memory Forensics 50%