Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning.
Ramin HasibiMatin ShokriMehdi Dehghan Takht FooladiPublished in: CoRR (2019)
Keyphrases
- network traffic
- deep learning
- unsupervised learning
- intrusion detection
- machine learning
- pattern recognition
- restricted boltzmann machine
- intrusion detection system
- decision trees
- anomaly detection
- support vector machine
- feature extraction
- feature vectors
- network bandwidth
- text classification
- model selection
- reinforcement learning
- network intrusion detection
- real world
- co occurrence
- information retrieval
- cost sensitive
- traffic data
- unsupervised feature learning