A clean-label graph backdoor attack method in node classification task.
Xiaogang XingMing XuYujing BaiDongdong YangPublished in: CoRR (2024)
Keyphrases
- classification method
- classification accuracy
- machine learning methods
- pattern classification
- model selection
- classification scheme
- classification algorithm
- classification process
- clustering method
- benchmark data sets
- support vector machine
- multi label classification
- feature set
- graph representation
- pattern recognition
- objective function
- probabilistic model
- graph structure
- classification rate
- preprocessing
- support vector machine svm
- similarity measure
- binary classifiers
- graph matching
- random walk
- decision rules
- segmentation method
- machine learning
- image classification
- np hard
- active learning
- feature vectors
- pairwise
- support vector
- decision trees
- social networks