Privacy-Preserving Data Deduplication for Enhancing Federated Learning of Language Models.
Aydin AbadiVishnu Asutosh DasuSumanta SarkarPublished in: IACR Cryptol. ePrint Arch. (2024)
Keyphrases
- privacy preserving
- data privacy
- language model
- data sources
- record linkage
- private data
- preserving privacy
- sensitive information
- private information
- sensitive data
- probabilistic model
- privacy preserving data mining
- privacy requirements
- data points
- privacy sensitive
- knowledge discovery
- privacy preservation
- vertically partitioned data
- privacy concerns
- privacy issues
- horizontally partitioned data
- multi party
- distributed data
- data quality
- original data
- data analysis
- information retrieval
- data publishing
- user privacy
- data mining algorithms
- data mining techniques