Kernel Density Estimation for An Anomaly Based Intrusion Detection System.
Xiaoping ShenSonali AgrawalPublished in: MLMTA (2006)
Keyphrases
- kernel density estimation
- intrusion detection system
- intrusion detection
- anomaly detection
- network traffic
- network security
- normal behavior
- mean shift
- network intrusion detection
- probability density function
- density estimation
- distributed intrusion detection
- density function
- object segmentation
- probability density
- higher dimensional
- computer systems
- dimensionality reduction
- unsupervised learning
- machine learning
- data mining
- misuse detection
- databases