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