BotCap: Machine Learning Approach for Botnet Detection Based on Statistical Features.
Mohammed S. GadelrabMuhammad H. ElSheikhMahmoud A. GhoneimMohsen A. RashwanPublished in: Int. J. Commun. Networks Inf. Secur. (2018)
Keyphrases
- machine learning
- false positives
- machine learning approaches
- statistical information
- feature space
- detection rate
- feature set
- feature extraction
- feature selection
- detection method
- feature generation
- co occurrence
- decision trees
- object detection
- peer to peer
- image features
- feature construction
- detection algorithm
- statistical measures
- data analysis
- inductive learning
- feature detection
- support vector machine classifier
- explanation based learning
- adaboost classifier
- false alarms
- automatic detection
- statistical models
- knowledge acquisition
- text classification
- low level
- feature vectors
- artificial intelligence