Back-propagation neural network on Markov chains from system call sequences: a new approach for detecting Android malware with system call sequences.
Xi XiaoZhenlong WangQing LiShu-Tao XiaYong JiangPublished in: IET Inf. Secur. (2017)
Keyphrases
- finite automata
- probabilistic automata
- back propagation neural network
- markov chain
- intrusion detection
- malware detection
- anomaly detection
- misuse detection
- neural network
- regular expressions
- hybrid model
- grammatical inference
- support vector regression
- prediction model
- data mining
- intrusion detection system
- markov processes
- artificial neural networks
- random walk
- hidden markov models
- neural network model
- radial basis function neural network
- radial basis function
- transition probabilities
- selected features
- state space
- genetic algorithm