IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization.
Ahmed FrikhaNassim WalhaKrishna Kanth NakkaRicardo MendesXue JiangXuebing ZhouPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- privacy enhancing
- privacy preservation
- privacy preserving data mining
- personal information
- privacy preserving association rule mining
- text retrieval
- information retrieval
- data privacy
- privacy protection
- private information
- preserving privacy
- privacy guarantees
- web documents
- private data
- semantic attributes
- privacy preserving data publishing
- keywords
- free text
- text documents
- text mining
- sensitive data
- sensitive attributes
- differential privacy
- text fragments
- sensitive information
- wireless sensor networks