Enhancing Data Privacy in Large Language Models through Private Association Editing.
Davide VendittiElena Sofia RuzzettiGiancarlo A. XomperoCristina GiannoneAndrea FavalliRaniero RomagnoliFabio Massimo ZanzottoPublished in: CoRR (2024)
Keyphrases
- language model
- data privacy
- privacy preserving
- private data
- privacy preserving data mining
- language modeling
- n gram
- data sharing
- information retrieval
- sensitive information
- privacy concerns
- retrieval model
- probabilistic model
- cloud computing
- query expansion
- sensitive data
- data quality
- private information
- distributed data
- differential privacy
- original data
- smoothing methods
- relevance model
- pattern recognition
- bayesian networks
- databases
- privacy protection
- smart card
- active learning