Improving the Intrusion Detection System for NSL-KDD Dataset based on PCA-Fuzzy Clustering-KNN.
Hafsa BenaddiKhalil IbrahimiAbderrahim BenslimanePublished in: WINCOM (2018)
Keyphrases
- fuzzy clustering
- knn
- intrusion detection
- nsl kdd
- intrusion detection system
- k nearest neighbor
- nearest neighbor
- anomaly detection
- fuzzy c means
- principal component analysis
- fuzzy clustering algorithms
- fuzzy clustering algorithm
- k nearest neighbour
- knn algorithm
- fuzzy c means algorithm
- membership functions
- fuzzy clustering method
- distance function
- distributed intrusion detection
- text classification
- k nearest
- data mining
- cluster analysis
- support vector machine
- clustering algorithm
- similarity search
- feature selection
- dimensionality reduction
- knn classifier
- face recognition
- pattern recognition
- feature extraction
- neural network
- fuzzy sets