Tree derived feature importance and Bayesian optimisation for improved multi-class classification of DDoS attacks in software defined networks.
Ancy Sherin JoseLatha R. NairVarghese PaulPublished in: Int. J. Inf. Comput. Secur. (2023)
Keyphrases
- multi class classification
- feature importance
- ddos attacks
- multi class
- binary classification
- random forest
- support vector
- decision trees
- multi task learning
- bayesian networks
- relevance feedback
- active learning
- ip addresses
- social networks
- markov random field
- test cases
- cost sensitive
- inductive learning
- pairwise
- face recognition