Improving Intrusion Detection Using PCA And K-Means Clustering Algorithm.
Radi KhaoulaMoughit MohamedPublished in: WINCOM (2022)
Keyphrases
- intrusion detection
- intrusion detection system
- principal component analysis
- anomaly detection
- network security
- k means
- network intrusion detection
- network traffic
- artificial immune
- information security
- detecting anomalous
- dimensionality reduction
- high detection rate
- computer security
- alert correlation
- false positives and false negatives
- feature space
- face recognition
- data mining techniques
- credit card fraud detection
- fraud detection
- network intrusions
- cyber security
- clustering algorithm
- data mining
- network intrusion
- network traffic data
- network intrusion detection systems
- distributed intrusion detection
- computer networks
- detection method
- lightweight
- data processing
- high dimensional
- feature extraction
- machine learning