Investigation and rectification of NIDS datasets and standardized feature set derivation for network attack detection with graph neural networks.
Anton A. RaskovalovNikita GabdullinVasily DolmatovPublished in: CoRR (2022)
Keyphrases
- feature set
- attack detection
- neural network
- network traffic
- intrusion detection system
- feature selection
- random forest
- feature selection algorithms
- computer networks
- classification accuracy
- feature reduction
- feature extraction
- feature vectors
- feature space
- pattern recognition
- multistage
- intrusion detection
- network structure
- feature subset
- texture features
- network security
- network management
- cyber attacks
- artificial neural networks
- attack scenarios
- data sets
- face recognition