Network Anomaly Detection Using LightGBM: A Gradient Boosting Classifier.
Md. Khairul IslamPrithula HridiMd. Shohrab HossainHusnu S. NarmanPublished in: ITNAC (2020)
Keyphrases
- network anomaly detection
- gradient boosting
- loss function
- anomaly detection
- network intrusion detection
- support vector
- support vector machine
- single feature
- training data
- feature selection
- svm classifier
- decision trees
- base learners
- classification algorithm
- self organizing maps
- feature set
- class labels
- recognition rate
- training set
- learning algorithm
- training samples
- neural network
- input data
- ensemble learning
- pairwise
- feature space