Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation.
Hamza SaleemAmir ZiashahabiMuhammad NaveedSalman AvestimehrPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- vertically partitioned data
- secure multi party computation
- lookup table
- machine learning
- scalar product
- horizontally partitioned data
- secure multiparty computation
- multi party
- sensitive data
- homomorphic encryption
- privacy preserving data mining
- partitioned data
- privacy preservation
- user privacy
- data privacy
- sensitive information
- private information
- privacy protection
- differential privacy
- data mining
- fixed point
- mapping function
- decision trees
- error diffusion
- support vector machine
- data analysis
- feature selection
- heuristic function
- privacy concerns