Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection.
MohammadNoor InjadatFadi SaloAli Bou NassifAleksander EssexAbdallah ShamiPublished in: GLOBECOM (2018)
Keyphrases
- machine learning algorithms
- anomaly detection
- benchmark data sets
- intrusion detection
- machine learning
- learning algorithm
- detecting anomalies
- decision trees
- anomalous behavior
- machine learning methods
- network traffic
- learning problems
- network intrusion detection
- detecting anomalous
- network anomaly detection
- one class support vector machines
- sparse pca
- machine learning approaches
- detect anomalies
- machine learning models
- learning tasks
- intrusion detection system
- standard machine learning algorithms
- unsupervised learning
- cumulative sum
- statistical machine learning
- maximum likelihood
- feature selection
- neural network
- text classification
- dimensionality reduction
- evolutionary algorithm