Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning.
Jing LiMohd Shahizan OthmanHewan ChenLizawati Mi YusufPublished in: J. Big Data (2024)
Keyphrases
- intrusion detection system
- feature selection
- feature extraction
- machine learning
- intrusion detection
- network security
- anomaly detection
- computer networks
- distributed intrusion detection
- network intrusion detection
- pattern recognition
- text classification
- network traffic
- support vector machine
- network intrusion detection systems
- cyber security
- dimensionality reduction
- decision trees
- knowledge discovery
- feature set
- alert correlation
- feature space
- attack detection
- data mining techniques
- computer systems
- data analysis
- real world
- security measures
- model selection
- feature vectors
- learning algorithm
- computer vision
- reinforcement learning
- unsupervised learning
- network attacks
- network traffic data
- attack scenarios
- principal component analysis