A Plea for Utilising Synthetic Data when Performing Machine Learning Based Cyber-Security Experiments.
Sebastian AbtHarald BaierPublished in: AISec@CCS (2014)
Keyphrases
- synthetic data
- cyber security
- machine learning
- smart grid
- intrusion detection
- cyber attacks
- senior citizens
- critical infrastructure
- data sets
- intrusion detection system
- real image data
- real world
- security issues
- decision trees
- computational intelligence
- security and privacy issues
- network security
- supervised learning
- data mining
- feature selection
- power system
- transfer learning
- data analysis
- data collection
- artificial intelligence
- knowledge discovery
- association rules