A layer-wise Perturbation based Privacy Preserving Deep Neural Networks.
Tosin A. AdesuyiByeong Man KimPublished in: ICAIIC (2019)
Keyphrases
- privacy preserving
- neural network
- data perturbation
- privacy preserving data mining
- privacy guarantees
- vertically partitioned data
- privacy preservation
- data privacy
- private information
- pairwise
- sensitive information
- data transformation
- multi party
- privacy sensitive
- privacy issues
- private data
- privacy protection
- preserving privacy
- personal data
- privacy concerns
- partitioned data
- horizontally partitioned
- privacy preserving association rule mining
- privacy requirements
- record linkage
- sensitive data
- statistical databases
- user privacy
- data publishing
- differential privacy
- scalar product
- naive bayesian classification
- data warehouse