Towards the creation of synthetic, yet realistic, intrusion detection datasets.
Emmanouil VasilomanolakisCarlos Garcia CorderoNikolay MilanovMax MühlhäuserPublished in: NOMS (2016)
Keyphrases
- intrusion detection
- nsl kdd
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- network traffic
- real world
- network traffic data
- cyber security
- high detection rate
- detecting anomalous
- artificial immune
- false positives and false negatives
- computer security
- network intrusion
- data mining
- network intrusions
- computer networks
- principal component analysis
- information retrieval
- network intrusion detection systems