Enhancing Port Scans Attack Detection Using Principal Component Analysis and Machine Learning Algorithms.
Emmanuel Kwesi BaahSteven YirenkyiDominic AsamoahStephen Opoku OppongEdward Opoku-MensahBenjamin Tei ParteyAnthony Kingsley SackeyOliver KornyoEvans ObuPublished in: FCS (2022)
Keyphrases
- machine learning algorithms
- attack detection
- principal component analysis
- multistage
- benchmark data sets
- learning algorithm
- machine learning
- machine learning methods
- decision trees
- intrusion detection system
- dimensionality reduction
- face recognition
- linear discriminant analysis
- feature reduction
- machine learning approaches
- product recommendation
- feature extraction
- machine learning models
- dynamic programming
- feature space
- reinforcement learning
- data sets