Cyber Intrusion Detection using Natural Language Processing on Windows Event Logs.
Kai SteversonCaleb CarlinJonathan M. MullinMetin B. AhiskaliPublished in: ICMCIS (2021)
Keyphrases
- intrusion detection
- event logs
- natural language processing
- cyber security
- process mining
- intrusion detection system
- anomaly detection
- process model
- network security
- security policies
- network intrusion detection
- business process
- cyber attacks
- information extraction
- network traffic
- text mining
- log files
- machine learning
- data mining
- information security
- alert correlation
- detecting anomalous
- high detection rate
- business processes
- critical infrastructure
- network attacks
- information retrieval
- semi supervised
- network intrusion
- formal concept analysis
- case study
- web services
- search engine
- databases
- text classification
- access control