Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models.
Aly KassemOmar MahmoudSherif SaadPublished in: EMNLP (2023)
Keyphrases
- language model
- preserving privacy
- privacy preserving
- personal information
- language modeling
- data privacy
- n gram
- private information
- probabilistic model
- data mining applications
- document retrieval
- information retrieval
- query expansion
- test collection
- privacy issues
- retrieval model
- language modelling
- statistical language models
- differential privacy
- document ranking
- smoothing methods
- data integration
- privacy preserving data mining
- relevance model
- language models for information retrieval