CANDYMAN: Classifying Android malware families by modelling dynamic traces with Markov chains.
Alejandro MartínVíctor Rodríguez-FernándezDavid CamachoPublished in: Eng. Appl. Artif. Intell. (2018)
Keyphrases
- markov chain
- stationary distribution
- finite state
- markov processes
- steady state
- transition probabilities
- malware detection
- markov process
- state space
- random walk
- monte carlo
- markov model
- monte carlo simulation
- stochastic process
- probabilistic automata
- monte carlo method
- mobile devices
- queueing theory
- sample path
- search algorithm
- dynamic analysis
- single server
- parameter estimation
- anomaly detection
- query language
- dynamic programming
- search space