Machine Learning Based Botnet Identification Traffic.
Ahmad AzabMamoun AlazabMahdi AiashPublished in: Trustcom/BigDataSE/ISPA (2016)
Keyphrases
- machine learning
- network traffic
- ddos attacks
- denial of service attacks
- pattern recognition
- traffic data
- peer to peer
- feature selection
- natural language processing
- traffic flow
- machine learning approaches
- machine learning methods
- machine learning algorithms
- explanation based learning
- automatic identification
- text classification
- real time
- neural network
- computational intelligence
- information extraction
- active learning
- internet traffic
- model selection
- decision trees
- computer vision
- learning systems
- artificial intelligence
- data mining
- traffic volume
- network management
- road network
- learning tasks
- statistical methods
- semi supervised learning
- unsupervised learning
- knowledge acquisition
- text mining
- supervised learning
- expert systems
- reinforcement learning
- learning algorithm