"Mirror, Mirror on the Wall, Who is the Fairest One of All?" - Machine Learning versus Model Checking: A Comparison between Two Static Techniques for Malware Family Identification.
Vittoria NardoneCorrado Aaron VisaggioPublished in: ICISSP (2017)
Keyphrases
- model checking
- dynamic analysis
- machine learning
- temporal logic
- automated verification
- formal verification
- finite state
- computation tree logic
- model checker
- formal specification
- epistemic logic
- temporal properties
- bounded model checking
- reverse engineering
- verification method
- symbolic model checking
- partial order reduction
- formal methods
- finite state machines
- knowledge acquisition
- reachability analysis
- timed automata
- pspace complete
- reactive systems
- abstract interpretation
- linear temporal logic
- asynchronous circuits
- artificial intelligence
- concurrent systems
- process algebra
- automated reasoning
- modal logic
- deterministic finite automaton
- knowledge representation