QNNVerifier: A Tool for Verifying Neural Networks using SMT-Based Model Checking.
Xidan SongEdoardo ManinoLuiz H. SenaErickson H. da S. AlvesEddie Batista de Lima FilhoIury BessaMikel LujanLucas C. CordeiroPublished in: CoRR (2021)
Keyphrases
- model checking
- neural network
- temporal logic
- finite state
- automated verification
- formal specification
- formal verification
- model checker
- partial order reduction
- temporal properties
- bounded model checking
- transition systems
- finite state machines
- verification method
- reachability analysis
- symbolic model checking
- timed automata
- computation tree logic
- reactive systems
- concurrent systems
- asynchronous circuits
- epistemic logic
- process algebra
- planning domains
- fuzzy logic
- artificial intelligence