A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings.
Danushka BollegalaShuichi OtakeTomoya MachideKen-ichi KawarabayashiPublished in: IJCNLP (Findings) (2023)
Keyphrases
- differential privacy
- differentially private
- privacy guarantees
- privacy preserving
- private data
- tabular data
- privacy preservation
- personal information
- data sharing
- privacy preserving data mining algorithms
- data privacy
- privacy preserving data mining
- vector space
- dimensionality reduction
- co occurrence
- keywords
- anonymized data
- data quality
- social media
- social networks
- data mining