Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework.
Imdad UllahNajm HassanSukhpal Singh GillBasem SuleimanTariq Ahamed AhangerZawar ShahJunaid QadirSalil S. KanherePublished in: CoRR (2023)
Keyphrases
- privacy preserving
- language model
- probabilistic model
- multi party
- language modeling
- privacy preserving data mining
- privacy preserving data mining algorithms
- privacy preservation
- relevance model
- n gram
- document retrieval
- privacy guarantees
- statistical language models
- language models for information retrieval
- private information
- privacy concerns
- similarity search
- data privacy
- differential privacy
- vertically partitioned data
- data mining
- sensitive information
- private data
- privacy requirements
- partitioned data