Stochastic gradient descent classifier-based lightweight intrusion detection systems using the efficient feature subsets of datasets.
Jahongir AzimjonovTaehong KimPublished in: Expert Syst. Appl. (2024)
Keyphrases
- lightweight
- intrusion detection system
- intrusion detection
- stochastic gradient descent
- network security
- feature subset
- feature selection
- network traffic
- anomaly detection
- computer networks
- least squares
- dos attacks
- random forests
- loss function
- logistic regression
- computer systems
- training data
- decision trees
- step size
- data sets