Intrusion Detection Using Noisy Training Data.
Yongsu ParkJaeheung LeeYookun ChoPublished in: ICCSA (1) (2004)
Keyphrases
- intrusion detection
- training data
- noisy data
- intrusion detection system
- anomaly detection
- network intrusion detection
- network security
- network traffic
- decision trees
- information security
- artificial immune
- cyber security
- training set
- data sets
- supervised learning
- data mining
- alert correlation
- network attacks
- classification accuracy
- computer security
- learning algorithm
- detecting anomalous
- network traffic data
- high detection rate
- network intrusion
- false positives and false negatives
- security vulnerabilities
- data mining techniques
- metadata
- machine learning
- databases