Are Clinical BERT Models Privacy Preserving? The Difficulty of Extracting Patient-Condition Associations.
Thomas VakiliHercules DalianisPublished in: HUMAN@AAAI Fall Symposium (2021)
Keyphrases
- privacy preserving
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- privacy issues
- medical data
- sensitive information
- patient data
- information systems
- clinical data
- private information
- preserving privacy
- private data
- clinical trials
- multi party
- scalar product
- data perturbation
- secure multiparty computation
- privacy preserving association rule mining
- horizontally partitioned data
- data privacy
- medical records
- record linkage
- privacy concerns
- privacy protection
- data access
- association rules