MaMaDroid: Detecting Android Malware by Building Markov Chains of Behavioral Models.
Enrico MaricontiLucky OnwuzurikePanagiotis AndriotisEmiliano De CristofaroGordon J. RossGianluca StringhiniPublished in: CoRR (2016)
Keyphrases
- markov chain
- behavioral models
- malware detection
- steady state
- markov processes
- finite state
- detect malicious
- markov process
- stationary distribution
- transition probabilities
- markov model
- random walk
- state space
- hierarchical structures
- transition matrix
- probabilistic automata
- data mining
- object oriented databases
- dynamic behaviors
- artificial neural networks
- data structure