Markov Chains, Classifiers, and Intrusion Detection.
Somesh JhaKymie M. C. TanRoy A. MaxionPublished in: CSFW (2001)
Keyphrases
- intrusion detection
- markov chain
- intrusion detection system
- anomaly detection
- network intrusion detection
- network security
- stationary distribution
- transition probabilities
- network traffic
- state space
- random walk
- transition matrix
- high detection rate
- markov processes
- artificial immune
- support vector
- training data
- decision trees
- network attacks
- detecting anomalous
- information security
- data mining
- probabilistic automata
- network intrusion
- alert correlation
- real world
- naive bayes
- metadata
- machine learning
- computer networks
- face recognition
- data sets
- network intrusions
- intrusion prevention