Botnet detection using graph-based feature clustering.
Sudipta ChowdhuryMojtaba KhanzadehRavi AkulaFangyan ZhangSong ZhangHugh R. MedalMohammad MarufuzzamanLinkan BianPublished in: J. Big Data (2017)
Keyphrases
- graph theoretic
- clustering algorithm
- automatic detection
- detection method
- object detection
- anomaly detection
- k means
- detection algorithm
- clustering method
- false alarms
- detection rate
- detection accuracy
- feature importance
- false positives
- graph model
- hierarchical clustering
- outlier detection
- peer to peer
- image features
- feature vectors
- fuzzy c means
- neural network
- adaboost classifier
- fuzzy clustering
- spectral clustering
- data objects
- self organizing maps
- unsupervised learning
- digital libraries
- website
- data mining