CREME: A toolchain of automatic dataset collection for machine learning in intrusion detection

Keyphrases

• Machine Learning 100%
• Intrusion Detection 100%
• Multi-datasets 100%
• Toolchain 100%
• Dataset Collection 100%
• Intrusion Detection System 33%
• Attack Behavior 33%
• Network Systems 16%
• Feature Extraction 16%
• Source Code 16%
• Experiment Results 16%
• Detection Performance 16%
• Detection Accuracy 16%
• Network Traffic 16%
• Efficient Detection 16%
• Security Attacks 16%
• Traffic Log 16%
• Increasing Diversity 16%
• Data Evaluation 16%
• System Log 16%
• Data Labeling 16%
• Machine Learning Training 16%
• Benign Behavior 16%
• Machine Learning-based Approach 16%
• Dataset Quality 16%
• Reproduction Data 16%
• Modern Network 16%
• Machine Learning-based Detection 16%

Computer Science

• Intrusion Detection 100%
• Machine Learning 100%
• Learning System 100%
• Intrusion Detection System 50%
• Network Traffic 25%
• Detection Accuracy 25%
• Detection Performance 25%
• Security Attack 25%
• Machine Learning-Based Approach 25%
• Feature Extraction 25%
• Reproductive Behavior 25%