Collaborative detection of traffic anomalies using first order Markov chains.
Denise DudekPublished in: INSS (2012)
Keyphrases
- markov chain
- anomaly detection
- steady state
- transition probabilities
- markov processes
- finite state
- markov process
- stochastic process
- state space
- monte carlo
- stationary distribution
- detect anomalies
- probabilistic automata
- transition matrix
- markov model
- random walk
- monte carlo simulation
- confidence intervals
- network traffic
- monte carlo method
- higher order
- traffic flow
- first order logic
- intrusion detection
- assemble to order systems