Zeekflow+: A Deep LSTM Autoencoder with Integrated Random Forest Classifier for Binary and Multi-class Classification in Network Traffic Data.
Emmanouil ArapidisNikos TemenosDimitris GiagkosIoannis RallisDimitris KalogerasNikolaos PapadakisAntonis LitkeSotirios MessinisPublished in: PETRA (2024)
Keyphrases
- binary and multi class
- multi class
- classification accuracy
- network traffic
- image classification
- improve the classification accuracy
- feature extraction
- feature space
- support vector machine
- feature selection
- feature vectors
- support vector
- active learning
- pairwise
- anomaly detection
- classification algorithm
- recurrent neural networks
- cost sensitive
- reinforcement learning
- decision trees