Distributed Firewall Traffic Filtering and Intrusion Detection Using Snort on pfSense Firewalls with Random Forest Classification.
Andrei-Daniel TudosiAdrian GraurDoru Gabriel BalanAlin Dan PotoracRadu TarabutaPublished in: TSP (2023)
Keyphrases
- intrusion detection system
- intrusion detection
- random forest
- network traffic
- computer networks
- network security
- decision trees
- network intrusion detection
- distributed intrusion detection
- anomaly detection
- feature set
- network traffic data
- classification accuracy
- decision tree learning algorithms
- image classification
- information security
- ensemble classifier
- feature vectors
- training set
- multi label
- feature selection
- detecting anomalous
- machine learning
- supervised learning
- worm detection
- support vector
- ensemble learning
- data mining techniques
- text classification
- ensemble methods
- benchmark datasets
- base classifiers
- svm classifier
- feature space
- traffic data
- network attacks
- graph cuts
- feature extraction
- image processing
- class labels