Penetralium: Privacy-preserving and memory-efficient neural network inference at the edge.
Mengda YangWenzhe YiJuan WangHongxin HuXiaoyang XuZiang LiPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- privacy preserving
- memory efficient
- neural network
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- external memory
- sensitive information
- private information
- multi party
- horizontally partitioned data
- horizontally partitioned
- preserving privacy
- data publishing
- data privacy
- privacy preserving association rule mining
- knn
- data perturbation
- privacy protection
- privacy issues
- sensitive data
- record linkage
- private data
- privacy concerns
- differential privacy
- naive bayesian classification
- privacy requirements
- scalar product
- partitioned data
- data model
- personal data
- search engine