Mining known attack patterns from security-related events.
Nicandro ScarabeoBenjamin C. M. FungRashid Hussain KhokharPublished in: PeerJ Comput. Sci. (2015)
Keyphrases
- pattern mining
- sequential patterns
- frequent patterns
- security measures
- data mining techniques
- event sequences
- interesting patterns
- security vulnerabilities
- mining algorithm
- emerging patterns
- event streams
- temporal patterns
- pattern discovery
- sequential pattern mining
- information security
- complex patterns
- text mining
- cyber attacks
- spatiotemporal patterns
- countermeasures
- temporal events
- frequent episodes
- fault injection
- intrusion detection
- temporal sequences
- periodic patterns
- mining frequent
- malicious users
- temporal relationships
- authentication protocol
- security analysis
- denial of service attacks
- security issues
- key agreement protocol
- information leakage
- network security
- security policies
- attack scenarios
- itemsets
- previously unknown
- event detection
- event types
- text streams
- security management
- security threats