Tools for Privacy Preserving Kernel Methods in Data Mining.
Haiping WanHuacan HePublished in: Artificial Intelligence and Applications (2006)
Keyphrases
- privacy preserving
- kernel methods
- privacy preserving data mining
- privacy preservation
- data mining
- vertically partitioned data
- privacy preserving association rule mining
- preserving privacy
- kernel function
- machine learning
- privacy issues
- support vector
- data privacy
- feature space
- support vector machine
- privacy concerns
- kernel matrix
- similarity function
- privacy sensitive
- gaussian kernel
- horizontally partitioned data
- reproducing kernel hilbert space
- private information
- multiple kernel learning
- data mining techniques
- knowledge discovery
- sensitive data
- sensitive information
- high dimensional feature space
- private data
- scalar product
- multi party
- kernel learning
- data mining methods
- privacy protection
- distance function
- data sets