Hybrid Model for Network Anomaly Detection with Gradient Boosting Decision Trees and Tabtransformer.
Xinyue XuXiaolu ZhengPublished in: ICASSP (2021)
Keyphrases
- hybrid model
- network anomaly detection
- gradient boosting
- decision trees
- anomaly detection
- base learners
- network intrusion detection
- loss function
- artificial neural networks
- self organizing maps
- naive bayes
- training data
- support vector regression
- random forest
- ensemble methods
- support vector machine svm
- machine learning
- support vector machine
- training set
- pattern recognition
- machine learning algorithms
- relational domains
- logistic regression
- base classifiers
- intrusion detection
- model selection
- random forests
- data streams
- data sets