Detection of anomalies in behavior of the software with usage of Markov chains.
Peter D. ZegzhdaS. S. KortA. F. SuprunPublished in: Autom. Control. Comput. Sci. (2015)
Keyphrases
- markov chain
- anomaly detection
- steady state
- abnormal behavior
- transition probabilities
- markov processes
- finite state
- markov model
- monte carlo
- markov process
- normal behavior
- state space
- root cause
- probabilistic automata
- monte carlo simulation
- monte carlo method
- stochastic process
- random walk
- stationary distribution
- transition matrix
- intrusion detection
- assemble to order systems
- sample path
- queueing theory