Toward Semantic-Based Android Malware Detection Using Model Checking and Machine Learning.
Souad El HatibLoïc RicaudJosée DesharnaisNadia TawbiPublished in: CRiSIS (2020)
Keyphrases
- malware detection
- model checking
- machine learning
- temporal logic
- malicious executables
- anomaly detection
- formal verification
- model checker
- partial order reduction
- transition systems
- finite state
- formal specification
- automated verification
- symbolic model checking
- temporal properties
- reachability analysis
- bounded model checking
- process algebra
- application programming interface
- verification method
- pspace complete
- computation tree logic
- data mining
- concurrent systems
- epistemic logic
- formal methods
- artificial intelligence
- knowledge acquisition
- reactive systems
- reinforcement learning
- linear temporal logic
- supervised learning
- timed automata
- satisfiability problem
- markov decision processes
- open source
- knowledge representation