Efficient Secure Building Blocks With Application to Privacy Preserving Machine Learning Algorithms.
Artrim KjamiljiErkay SavasAlbert LeviPublished in: IEEE Access (2021)
Keyphrases
- building blocks
- privacy preserving
- machine learning algorithms
- vertically partitioned data
- multi party
- benchmark data sets
- learning algorithm
- scalar product
- machine learning
- machine learning methods
- sensitive data
- privacy preserving data mining
- secure multiparty computation
- privacy preservation
- horizontally partitioned data
- decision trees
- horizontally partitioned
- learning problems
- provide efficient solutions
- privacy issues
- homomorphic encryption
- sensitive information
- user privacy
- partitioned data
- privacy protection
- privacy sensitive
- privacy requirements
- privacy concerns
- private information
- relational databases
- statistical machine learning
- data privacy
- medical data
- privacy preserving association rule mining