Machine learning-enabled hybrid intrusion detection system with host data transformation and an advanced two-stage classifier.
Zhiyan ChenMurat SimsekBurak KantarciMehran BagheriPetar DjukicPublished in: Comput. Networks (2024)
Keyphrases
- intrusion detection system
- data transformation
- machine learning
- intrusion detection
- data mining
- network security
- data integration
- anomaly detection
- distributed intrusion detection
- learning algorithm
- decision trees
- privacy preserving
- feature selection
- network intrusion detection
- network traffic
- misuse detection
- privacy preserving data mining
- computer systems
- data quality
- data warehousing
- functional dependencies
- data mining techniques
- training data
- pattern recognition
- dimensionality reduction
- data sharing
- training set
- computer vision
- data privacy
- text mining
- normal behavior
- data mining algorithms
- feature extraction
- privacy preservation
- databases
- data sets