A Flow-Based Entropy Characterization of a NATed Network and Its Application on Intrusion Detection.
Jorge CrichignoElie F. KfouryElias Bou-HarbNasir GhaniYasmany PrietoChristian Vega CaicedoJorge E. PezoaC. HuangDavid TorresPublished in: ICC (2019)
Keyphrases
- intrusion detection
- network traffic
- network intrusion
- intrusion detection system
- network attacks
- intrusion prevention
- anomaly detection
- network intrusion detection
- network security
- computer networks
- intrusion detection and prevention
- network traffic data
- high detection rate
- computer security
- data mining
- artificial immune
- normal behavior
- detecting anomalous
- worm detection
- distributed intrusion detection
- information security
- data mining techniques
- cyber attacks
- cyber security
- data processing
- network intrusion detection systems
- alert correlation
- false positives and false negatives
- reinforcement learning
- network monitoring
- dos attacks
- traffic data
- feature space
- network intrusions
- feature selection
- databases