Experimental Evaluation of Description Logic Concept Learning Algorithms for Static Malware Detection.
Peter SvecStefan BaloghMartin HomolaPublished in: ICISSP (2021)
Keyphrases
- description logics
- malware detection
- concept descriptions
- number restrictions
- learning algorithm
- transitive closure of roles
- knowledge base
- malicious executables
- computational properties
- reasoning tasks
- semantic mapping
- dl lite
- reasoning problems
- knowledge representation
- formal ontologies
- logical implication
- ontology languages
- reasoning mechanism
- snomed ct
- inductive learning
- semantic web
- supervised learning
- computing least common subsumers
- reinforcement learning
- training data
- answering queries
- reasoning services
- owl ontologies
- data exchange
- relational databases
- information systems