MaMaDroid: Detecting Android Malware by Building Markov Chains of Behavioral Models (Extended Version).
Lucky OnwuzurikeEnrico MaricontiPanagiotis AndriotisEmiliano De CristofaroGordon J. RossGianluca StringhiniPublished in: ACM Trans. Priv. Secur. (2019)
Keyphrases
- markov chain
- behavioral models
- malware detection
- steady state
- finite state
- transition probabilities
- stationary distribution
- markov model
- detect malicious
- state space
- random walk
- markov process
- transition matrix
- hierarchical structures
- markov processes
- probabilistic automata
- query processing
- search algorithm
- genetic algorithm