An Anomaly Detection and Network Filtering System for Linux Based on Kohonen Maps and Variable-order Markov Chains.
Sergey M. StaroletovRoman ChudovPublished in: FRUCT (2022)
Keyphrases
- anomaly detection
- markov chain
- network traffic
- network anomaly detection
- intrusion detection
- network intrusion detection
- network intrusion
- detect anomalies
- steady state
- intrusion detection system
- markov processes
- neural network
- detecting anomalies
- one class support vector machines
- anomalous behavior
- finite state
- transition probabilities
- stationary distribution
- detecting anomalous
- self organizing maps
- random walk
- negative selection algorithm
- cumulative sum
- network structure
- state space
- feature space