Denial of Service Attacks: Detecting the Frailties of Machine Learning Algorithms in the Classification Process.
Ivo FrazãoPedro Henriques AbreuTiago CruzHélder AraújoPaulo SimõesPublished in: CRITIS (2018)
Keyphrases
- machine learning algorithms
- classification process
- denial of service attacks
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- learning problems
- dos attacks
- machine learning methods
- machine learning models
- random forests
- intrusion detection system
- machine learning approaches
- ddos attacks
- security threats
- management system
- knowledge discovery
- training data
- end hosts
- data sets
- lightweight
- decision support
- active learning