Machine learning approach for automated defense against network intrusions.
Farhaan Noor HamdaniFarheen SiddiquiPublished in: PeerJ Prepr. (2019)
Keyphrases
- network intrusions
- machine learning
- intrusion detection
- network security
- network attacks
- network traffic
- intrusion detection system
- machine learning algorithms
- machine learning methods
- pattern recognition
- network intrusion detection
- anomaly detection
- knowledge representation
- semi automated
- feature selection
- data mining
- computer science
- text classification
- learning algorithm
- knowledge acquisition
- unsupervised learning
- support vector machine
- computer vision
- dimensionality reduction
- natural language processing
- learning systems
- multi class
- information extraction
- learning tasks
- probabilistic model
- explanation based learning
- active learning
- data analysis
- reinforcement learning