Evaluation of Tree-Based Machine Learning Algorithms for Network Intrusion Detection in the Internet of Things.
Mohamed Saied EssaShawkat Kamal GuirguisPublished in: IT Prof. (2023)
Keyphrases
- machine learning algorithms
- network intrusion detection
- benchmark data sets
- intrusion detection
- machine learning
- learning algorithm
- decision trees
- predictive accuracy
- network intrusion
- anomaly detection
- learning problems
- machine learning methods
- random forests
- machine learning systems
- network traffic
- machine learning approaches
- intrusion detection system
- learning tasks
- fraud detection
- input features
- artificial immune
- network anomaly detection
- learning models
- machine learning and data mining algorithms
- data sets
- machine learning models
- training data
- data mining
- natural language processing
- network attacks
- real world
- network intrusions
- databases