Privacy Preserving Outsourced K-means Clustering Using Kd-tree.
Yanxiang DengLin LiuShaojing FuYuchuan LuoWei WuShixiong WangPublished in: ProvSec (2023)
Keyphrases
- privacy preserving
- kd tree
- partitioned data
- data structure
- nearest neighbor
- privacy preserving data mining
- index structure
- nearest neighbor search
- privacy preservation
- space efficient
- space partitioning
- vertically partitioned data
- third party
- quadtree
- private information
- locality sensitive hashing
- privacy sensitive
- sensitive information
- record linkage
- privacy protection
- service providers
- data privacy
- b tree
- sensitive data
- differential privacy
- decision trees
- privacy concerns
- databases
- tree structure
- multi dimensional
- training set
- database systems
- secure multiparty computation
- feature selection