Modification of a Density-Based Spatial Clustering Algorithm for Applications with Noise for Data Reduction in Intrusion Detection Systems.
WihartoAditya K. WicaksanaDenis E. CahyaniPublished in: Int. J. Fuzzy Log. Intell. Syst. (2021)
Keyphrases
- data reduction
- intrusion detection system
- clustering algorithm
- intrusion detection
- anomaly detection
- arbitrary shape
- network security
- spatial clustering
- data compression
- network traffic
- computer networks
- knowledge discovery
- data mining
- alert correlation
- distributed intrusion detection
- intrusion prevention
- data analysis
- k means
- classification rules
- model selection
- computer systems
- feature selection
- preprocessing
- singular value decomposition
- classification accuracy
- high dimensionality
- dimensionality reduction
- data mining techniques
- network intrusion detection systems
- databases
- rough set theory
- decision trees
- cyber attacks
- data sets
- image processing
- metadata