Efficient and Privacy-Preserving k-Means Clustering for Big Data Mining.
Zakaria GheidYacine ChallalPublished in: Trustcom/BigDataSE/ISPA (2016)
Keyphrases
- privacy preserving
- big data
- privacy preservation
- privacy sensitive
- partitioned data
- horizontally partitioned
- privacy preserving data mining
- cloud computing
- vertically partitioned data
- data privacy
- massive datasets
- horizontally partitioned data
- knowledge discovery
- preserving privacy
- data perturbation
- business intelligence
- data management
- social media
- private information
- privacy concerns
- data analytics
- privacy preserving association rule mining
- multi party
- data mining
- data analysis
- privacy protection
- big data analytics
- scalar product
- sensitive data
- differential privacy
- private data
- information processing
- privacy requirements
- secure multiparty computation
- real world
- databases
- machine learning
- search engine
- social networks
- end users
- data mining techniques
- frequent itemsets
- data warehousing
- sensitive information