Comparing Machine Learning Algorithms for BGP Anomaly Detection using Graph Features.
Odnan Ref SanchezSimone FerlinCristel PelsserRandy BushPublished in: Big-DAMA@CoNEXT (2019)
Keyphrases
- anomaly detection
- machine learning algorithms
- input features
- intrusion detection
- benchmark data sets
- machine learning models
- detecting anomalies
- machine learning
- machine learning approaches
- machine learning methods
- decision trees
- anomalous behavior
- network intrusion detection
- learning algorithm
- learning problems
- learning models
- intrusion detection system
- network traffic
- learning tasks
- detect anomalies
- standard machine learning algorithms
- network security
- one class support vector machines
- network anomaly detection
- dimensionality reduction
- feature extraction
- high dimensional
- feature space
- supervised machine learning algorithms