GuardNN: Secure DNN Accelerator for Privacy-Preserving Deep Learning.
Weizhe HuaMuhammad UmarZhiru ZhangG. Edward SuhPublished in: CoRR (2020)
Keyphrases
- deep learning
- privacy preserving
- vertically partitioned data
- scalar product
- secure multiparty computation
- horizontally partitioned data
- sensitive data
- homomorphic encryption
- multi party
- privacy preserving data mining
- user privacy
- unsupervised learning
- privacy preservation
- machine learning
- horizontally partitioned
- data privacy
- private information
- weakly supervised
- privacy preserving association rule mining
- data security
- privacy issues
- privacy guarantees
- mental models
- data perturbation
- preserving privacy
- semi honest
- sensitive information
- differential privacy
- privacy protection
- feature selection