MaMaDroid: Detecting Android Malware by Building Markov Chains of Behavioral Models.
Enrico MaricontiLucky OnwuzurikePanagiotis AndriotisEmiliano De CristofaroGordon J. RossGianluca StringhiniPublished in: NDSS (2017)
Keyphrases
- markov chain
- behavioral models
- malware detection
- steady state
- finite state
- markov processes
- markov process
- detect malicious
- transition probabilities
- random walk
- markov model
- stationary distribution
- state space
- transition matrix
- probabilistic automata
- dynamic behaviors
- hierarchical structures
- database
- directed graph
- software engineering