Comparing Machine Learning Algorithms for BGP Anomaly Detection using Graph Features.

Odnan Ref Sanchez Simone Ferlin Cristel Pelsser Randy Bush

Published 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