Private Similarity Computation in Distributed Systems: From Cryptography to Differential Privacy.
Mohammad AlagganSébastien GambsAnne-Marie KermarrecPublished in: OPODIS (2011)
Keyphrases
- distributed systems
- similarity computation
- differential privacy
- private data
- privacy preserving
- privacy guarantees
- differentially private
- similarity measure
- similarity search
- structural similarity
- collaborative filtering
- cosine similarity
- privacy preservation
- data sharing
- privacy preserving data mining
- data privacy
- privacy protection
- sensitive information
- information security
- distributed data
- database
- data quality
- distance function
- cloud computing
- data analysis
- search engine
- data sets