Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection.
Yang ChenNami AshizawaSeanglidet YeanChai Kiat YeoNaoto YanaiPublished in: CCNC (2021)
Keyphrases
- gaussian mixture model
- intrusion detection
- self organizing maps
- mixture model
- anomaly detection
- intrusion detection system
- neural network
- unsupervised learning
- em algorithm
- network intrusion detection
- network traffic
- feature vectors
- network security
- som neural network
- expectation maximization
- maximum likelihood
- k means
- density estimation
- input data
- speaker identification
- gaussian mixture
- detecting anomalous
- data mining
- probabilistic neural network
- alert correlation
- image processing
- probability density function
- detection algorithm
- data mining techniques
- feature space
- fraud detection
- feature extraction
- misuse detection
- machine learning