On the application of active learning for efficient and effective IoT botnet detection

Keyphrases

• Active Learning 100%
• Active Learning Approach 100%
• IoT Botnet Detection 100%
• Detection Model 50%
• Machine Learning-based Detection 50%
• Security Operations Center 50%
• Detection System 25%
• Machine Learning 25%
• Labeled Data 25%
• Learning Implementation 25%
• Batch Mode 25%
• Uncertainty Sampling 25%
• Human-machine Interaction 25%
• Labeling Cost 25%
• Active Learning Query Strategies 25%
• Passive Approach 25%
• Pooling Samples 25%
• Unlabeled Data 25%
• Query by Committee 25%
• Human Expertise 25%
• Optimal Query 25%
• High-performance Model 25%
• Improved Machine Learning 25%

Computer Science

• Active Learning 100%
• Internet-Of-Things 100%
• Botnet Detection 100%
• Learning Approach 57%
• Machine Learning 42%
• Learning System 42%
• Security Operations Centers 28%
• Performance Model 14%
• Unlabeled Data 14%

Chemical Engineering

• Learning System 100%