Attack classification of an intrusion detection system using deep learning and hyperparameter optimization.
Yesi Novaria KunangSiti NurmainiDeris StiawanBhakti Yudho SupraptoPublished in: J. Inf. Secur. Appl. (2021)
Keyphrases
- deep learning
- intrusion detection system
- intrusion detection
- attack detection
- unsupervised learning
- restricted boltzmann machine
- machine learning
- anomaly detection
- pattern recognition
- distributed intrusion detection
- attack scenarios
- network intrusion detection
- network security
- unsupervised feature learning
- misuse detection
- normal behavior
- alert correlation
- text classification
- network intrusions
- feature extraction
- feature space
- decision trees
- feature selection
- network traffic
- model selection
- image segmentation
- object recognition
- security measures
- supervised learning
- information systems