Comparative Study of CNN and RNN for Deep Learning Based Intrusion Detection System.
Jianjing CuiJun LongErxue MinQiang LiuQian LiPublished in: ICCCS (5) (2018)
Keyphrases
- comparative study
- deep learning
- intrusion detection system
- recurrent neural networks
- intrusion detection
- unsupervised learning
- anomaly detection
- network security
- network intrusion detection
- unsupervised feature learning
- network traffic
- computer systems
- distributed intrusion detection
- neural network
- feed forward
- mental models
- attack detection
- machine learning
- data mining techniques
- network attacks
- maximum likelihood
- weakly supervised
- dimensionality reduction
- data analysis
- pattern recognition