Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service.
Jaewoo ParkChenghao QuanHyungon MoonJongeun LeePublished in: CoRR (2023)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- private information
- sensitive information
- data privacy
- provide efficient solutions
- privacy preserving association rule mining
- scalar product
- multi party
- record linkage
- differentially private
- web services
- data collection
- access control
- data publishing
- private data
- differential privacy
- privacy concerns
- privacy guarantees
- privacy issues
- privacy protection
- privacy preserving classification
- partitioned data
- privacy sensitive
- horizontally partitioned data
- sensitive data