Improving the Classification Effectiveness of Intrusion Detection by Using Improved Conditional Variational AutoEncoder and Deep Neural Network.
Yanqing YangKangfeng ZhengChunhua WuYixian YangPublished in: Sensors (2019)
Keyphrases
- intrusion detection
- neural network
- intrusion detection system
- anomaly detection
- pattern recognition
- network intrusion detection
- network security
- data mining
- network traffic
- artificial immune
- credit card fraud detection
- classification accuracy
- machine learning
- computer security
- feature extraction
- information security
- detecting anomalous
- real world
- cyber security
- high detection rate
- supervised learning
- support vector machine
- feature space
- alert correlation
- back propagation
- unsupervised learning
- decision trees
- fraud detection
- data sets
- restricted boltzmann machine
- text classification
- database systems
- feature selection
- information systems
- network intrusion detection systems
- network intrusions