Ransomware Detection using Markov Chain Models over File Headers.
Nicolas BailluetHélène Le BouderDavid LubiczPublished in: SECRYPT (2021)
Keyphrases
- markov chain
- monte carlo simulation
- transition probabilities
- transition matrix
- stochastic process
- steady state
- monte carlo
- finite state
- markov model
- random walk
- stationary distribution
- markov chain monte carlo
- markov process
- gibbs sampler
- state space
- markov models
- monte carlo method
- complex systems
- prior knowledge
- em algorithm