Analyzing and Defending against Membership Inference Attacks in Natural Language Processing Classification.
Yijue WangNuo XuShaoyi HuangKaleel MahmoodDan GuoCaiwen DingWujie WenSanguthevar RajasekaranPublished in: Big Data (2022)
Keyphrases
- natural language processing
- machine learning
- pattern recognition
- classification accuracy
- pattern classification
- natural language
- support vector
- classification systems
- text mining
- decision trees
- text classification
- automatic classification
- preprocessing
- feature space
- feature extraction
- information extraction
- supervised learning
- classification scheme
- machine learning algorithms
- classification algorithm
- classification models
- text processing
- word sense disambiguation
- supervised classification
- classification rules
- machine learning methods
- machine translation
- training samples
- model selection
- image classification
- knn
- information retrieval