Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization.
Iman SharafaldinArash Habibi LashkariAli A. GhorbaniPublished in: ICISSP (2018)
Keyphrases
- intrusion detection
- network traffic
- network traffic data
- intrusion detection system
- anomaly detection
- network intrusion detection
- network security
- network intrusion
- artificial immune
- computer security
- traffic data
- worm detection
- traffic flow
- high detection rate
- computer networks
- information security
- outlier mining
- alert correlation
- fraud detection
- data mining techniques
- detecting anomalous
- network intrusions
- databases
- nsl kdd
- cyber security
- network monitoring
- road network
- reinforcement learning
- false positives and false negatives
- data mining
- traffic patterns
- face detection
- text classification
- training data
- misuse detection
- network intrusion detection systems
- database systems
- information retrieval