A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking The Privacy-Utility Trade-off.
Stephen MeisenbacherNihildev NandakumarAlexandra KlymenkoFlorian MatthesPublished in: CoRR (2024)
Keyphrases
- differential privacy
- word level
- differentially private
- privacy preserving
- language independent
- private data
- privacy guarantees
- document images
- machine translation
- privacy preservation
- n gram
- data sharing
- document analysis
- data privacy
- character recognition
- word segmentation
- personal information
- evaluation metrics
- word recognition
- anonymized data
- privacy preserving data mining
- sentence level
- natural language processing