Anomaly based Detection Analysis for Intrusion Detection System using Big Data Technique with Learning Vector Quantization (LVQ) and Principal Component Analysis (PCA).
Muhammad SalmanDiyanatul HusnaStella Gabriella AprilianiJosua Geovani PinemPublished in: AIVR (2018)
Keyphrases
- learning vector quantization
- principal component analysis
- big data
- anomaly detection
- intrusion detection
- intrusion detection system
- data analysis
- principal components
- neural network
- face recognition
- self organizing maps
- dimensionality reduction
- computer vision
- independent component analysis
- computer networks
- vast amounts of data
- cloud computing
- data sets
- linear discriminant analysis
- network traffic
- network attacks
- business intelligence
- data processing
- data management
- object oriented
- semi supervised
- k means
- information technology
- feature space
- feature extraction
- case study
- clustering algorithm