Using Membership Inference Attacks to Evaluate Privacy-Preserving Language Modeling Fails for Pseudonymizing Data.
Thomas VakiliHercules DalianisPublished in: NoDaLiDa (2023)
Keyphrases
- privacy preserving
- data privacy
- sensitive information
- language modeling
- private information
- language model
- private data
- information retrieval
- sensitive data
- original data
- data sources
- data points
- data analysis
- privacy concerns
- privacy preservation
- privacy sensitive
- data quality
- preserving privacy
- data mining algorithms
- privacy preserving data mining
- privacy requirements
- privacy issues
- record linkage
- vertically partitioned data
- database
- decision trees
- bayesian networks
- distributed data
- knowledge discovery