MaMaDroid: Detecting Android Malware by Building Markov Chains of Behavioral Models (Extended Version).
Lucky OnwuzurikeEnrico MaricontiPanagiotis AndriotisEmiliano De CristofaroGordon J. RossGianluca StringhiniPublished in: CoRR (2017)
Keyphrases
- markov chain
- behavioral models
- malware detection
- steady state
- finite state
- state space
- markov processes
- detect malicious
- markov process
- stationary distribution
- transition probabilities
- markov model
- transition matrix
- random walk
- probabilistic automata
- dynamic behaviors
- genetic algorithm
- hierarchical structures
- architectural models
- artificial neural networks