G3MD: Mining frequent opcode sub-graphs for metamorphic malware detection of existing families.
Alireza KhalilianAmir NourazarMojtaba Vahidi-AslHassan HaghighiPublished in: Expert Syst. Appl. (2018)
Keyphrases
- mining frequent
- malware detection
- graph patterns
- graph databases
- malicious executables
- pattern mining
- mining algorithm
- frequent patterns
- anomaly detection
- semi structured data
- graph mining
- sequential patterns
- frequent itemset mining
- directed graph
- tree mining
- structured data
- unordered trees
- graph model
- weighted graph
- high dimensional
- pattern discovery
- frequent pattern mining
- multi dimensional
- data warehouse