BEBP: An Poisoning Method Against Machine Learning Based IDSs.
Pan LiQiang LiuWentao ZhaoDongxu WangSiqi WangPublished in: CoRR (2018)
Keyphrases
- machine learning
- machine learning methods
- high precision
- synthetic data
- experimental evaluation
- cost function
- high accuracy
- pattern recognition
- feature selection
- probabilistic model
- input data
- clustering method
- preprocessing
- fully automatic
- classification method
- detection method
- data sets
- supervised learning
- segmentation algorithm
- support vector machine svm
- objective function
- website
- pairwise
- optimization method
- statistical methods