The base-rate fallacy and the difficulty of intrusion detection.
Stefan AxelssonPublished in: ACM Trans. Inf. Syst. Secur. (2000)
Keyphrases
- intrusion detection
- intrusion detection system
- anomaly detection
- network security
- network traffic
- network intrusion detection
- artificial immune
- detecting anomalous
- high detection rate
- data mining
- information security
- false positives and false negatives
- cyber security
- network intrusion
- data mining techniques
- network intrusions
- network traffic data
- security vulnerabilities
- network attacks
- credit card fraud detection
- intrusion prevention
- databases
- alert correlation
- computer security
- maximum likelihood
- pairwise
- information systems
- learning algorithm