DeepSign: Deep learning for automatic malware signature generation and classification

Keyphrases

• Deep Learning 100%
• Signature Generation 100%
• Malware Signature 100%
• Deep Belief Network 100%
• Signature Classification 100%
• Malware Behavior 66%
• Agnostic 33%
• Classification Accuracy 33%
• Malware 33%
• Compact Representation 33%
• Accurate Classification 33%
• Deep Neural Network 33%
• Denoising Autoencoder 33%
• Deep Learning Methods 33%
• Malware Detection 33%
• Malware Variants 33%
• Malware Family 33%
• Signature-based 33%
• Sandbox 33%
• Token-based 33%
• API Calls 33%

Computer Science

• Malware 100%
• Signature Generation 100%
• Deep Learning 100%
• de-noising 14%
• Deep Neural Network 14%
• Malware Family 14%
• Malware Detection 14%
• Classification Accuracy 14%
• Compact Representation 14%
• Autoencoder 14%