Comparative Analysis of Feed-Forward and RNN Models for Intrusion Detection in Data Network Security with UNSW-NB15 Dataset.
Matús CavojskýGabriel BugárDusan LevickýPublished in: RADIOELEKTRONIKA (2023)
Keyphrases
- intrusion detection
- network security
- comparative analysis
- intrusion detection system
- feed forward
- anomaly detection
- network intrusion
- network traffic
- computer networks
- data mining techniques
- recurrent neural networks
- traffic analysis
- computer security
- data sets
- data analysis
- semi quantitative
- network intrusion detection
- data mining
- normal behavior
- security policies
- cyber security
- computer systems
- data processing
- knowledge discovery
- probabilistic model
- data sources
- training data
- neural network
- real time
- database
- maximum likelihood
- data points
- artificial neural networks
- database systems
- real world
- databases
- network attacks