On the Privacy of Sublinear-Communication Jaccard Index Estimation via Min-hash Sketching.
Seung Geol ChoiDana Dachman-SoledMingyu LiangLinsheng LiuArkady YerukhimovichPublished in: IACR Cryptol. ePrint Arch. (2023)
Keyphrases
- similarity measure
- privacy preserving
- personal information
- communication cost
- information loss
- estimation algorithm
- privacy aware
- similarity metric
- index structure
- information sharing
- accurate estimation
- sketch recognition
- data structure
- estimation process
- differential privacy
- privacy preservation
- data privacy
- estimation accuracy
- privacy preserving data mining
- multi party
- privacy concerns
- social media
- search engine
- nearest neighbor
- multi dimensional
- computer networks