Improving Intrusion Detection Through Training Data Augmentation.
Uneneibotejit OtokwalaAndrei PetrovskiHarsha K. KalutaragePublished in: SIN (2021)
Keyphrases
- intrusion detection
- training data
- intrusion detection system
- anomaly detection
- network security
- network traffic
- network intrusion detection
- high detection rate
- artificial immune
- detecting anomalous
- computer security
- network intrusion
- supervised learning
- false positives and false negatives
- training set
- data mining
- cyber security
- information security
- alert correlation
- computer systems
- network intrusion detection systems
- decision trees
- learning algorithm
- security vulnerabilities
- network traffic data
- data sets
- network intrusions
- fraud detection
- data mining techniques
- object detection
- knowledge discovery
- real world