Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection.
Yang ChenNami AshizawaSeanglidet YeanChai Kiat YeoNaoto YanaiPublished in: CoRR (2020)
Keyphrases
- gaussian mixture model
- intrusion detection
- self organizing maps
- mixture model
- intrusion detection system
- anomaly detection
- neural network
- unsupervised learning
- network traffic
- network intrusion detection
- network security
- expectation maximization
- maximum likelihood
- gaussian mixture
- detecting anomalous
- som neural network
- em algorithm
- feature vectors
- input data
- speaker identification
- data mining
- probability density function
- probabilistic neural network
- growing self organizing map
- alert correlation
- feature space
- databases
- density estimation
- k means
- computer vision
- network attacks
- data mining techniques
- fraud detection
- decision trees
- machine learning
- data sets