MalJPEG: Machine Learning Based Solution for the Detection of Malicious JPEG Images

Keyphrases

• Area under the Receiver Operating Characteristic Curve 20%
• Attack Vectors 20%
• Cyber Crime 40%
• Cyber-attacks 20%
• Detection Efficiency 20%
• Digital Camera 20%
• Discriminative Features 20%
• Efficient Detection 20%
• False Positive Rate 20%
• File Structure 20%
• Harmful Practices 20%
• Image Format 20%
• JPEG Files 20%
• JPEG Image 100%
• Large Organizations 20%
• LightGBM Classifier 20%
• Lossy Compression 20%
• Machine Learning Based 100%
• Machine Learning Classifiers 20%
• Machine Learning Techniques 40%
• Malicious Payload 20%
• Malware 20%
• Popular 20%
• Smartphone 20%
• Social Media 20%
• True Positive Rate 20%
• Unknown Malware 20%

Computer Science

• Characteristic Curve 20%
• Cyber Attack 20%
• Cyber Criminal 40%
• Digital Camera 20%
• Discriminative Feature 20%
• False Positive Rate 20%
• File Structure 20%
• Image Format 20%
• Knowledge Machine 20%
• Lossy Compression 20%
• Machine Learning 100%
• Malicious Payload 20%
• Malware 20%
• Social Medium Website 20%
• True Positive Rate 20%
• Unknown Malware 20%