Intrusion Detection System with SVM and Ensemble Learning Algorithms.
Khundrakpam Johnson SinghDebabrata MaisnamUsham Sanjota ChanuPublished in: SN Comput. Sci. (2023)
Keyphrases
- intrusion detection system
- learning algorithm
- training data
- intrusion detection
- generalization ability
- ensemble learning
- network security
- support vector machine svm
- support vector
- distributed intrusion detection
- anomaly detection
- computer networks
- support vector machine
- ensemble methods
- classification algorithm
- network traffic
- network intrusion detection
- feature selection
- machine learning
- training set
- knn
- computer systems
- active learning
- machine learning algorithms
- ensemble classifier
- network intrusion detection systems
- imbalanced data
- base learners
- cyber security
- attack detection
- random forest
- alert correlation
- multi class
- learning problems
- base classifiers
- data mining
- real world
- knowledge discovery
- supervised learning
- network attacks
- network traffic data
- databases