Membership Inference Attacks and Privacy in Topic Modeling.
Nico ManzonelliWanrong ZhangSalil P. VadhanPublished in: CoRR (2024)
Keyphrases
- topic modeling
- topic models
- privacy preserving
- scientific articles
- modeling framework
- text classification
- latent dirichlet allocation
- text mining
- topic extraction
- collaborative filtering
- latent topics
- databases
- generative model
- text corpora
- latent variables
- principal component analysis
- probabilistic model
- training data
- artificial intelligence
- machine learning