Exploratory Adversarial Attacks on Graph Neural Networks for Semi-Supervised Node Classification.
Xixun LinChuan ZhouJia WuHong YangHaibo WangYanan CaoBin WangPublished in: Pattern Recognit. (2023)
Keyphrases
- semi supervised
- neural network
- semi supervised classification
- pattern recognition
- decision trees
- graph structure
- directed graph
- semi supervised learning
- supervised learning
- rule extraction
- machine learning
- training process
- text classification
- label propagation
- unsupervised learning
- support vector
- classification accuracy
- labeled data
- unlabeled samples
- artificial neural networks
- self organizing maps
- pairwise
- incremental learning
- weighted graph
- co training
- labeled and unlabeled data
- label information
- multi layer perceptron
- semi supervised learning algorithms
- image classification
- feature vectors
- undirected graph
- countermeasures
- class labels
- support vector machine svm
- unlabeled data
- random walk
- support vector machine
- fuzzy decision trees
- feature space