Fast botnet detection from streaming logs using online lanczos method.
Zheng ChenXinli YuChi ZhangJin ZhangCui LinBo SongJianliang GaoXiaohua HuWei-Shih YangErjia YanPublished in: IEEE BigData (2017)
Keyphrases
- detection method
- high accuracy
- preprocessing
- clustering method
- synthetic data
- computational complexity
- significant improvement
- cost function
- dynamic programming
- digital libraries
- experimental evaluation
- computational cost
- false positive rate
- data sets
- model selection
- support vector machine
- classification accuracy
- probabilistic model
- pairwise
- feature space
- image sequences
- learning algorithm
- genetic algorithm