MAXelerator: FPGA accelerator for privacy preserving multiply-accumulate (MAC) on cloud servers.
Siam U. HussainBita Darvish RouhaniMohammad GhasemzadehFarinaz KoushanfarPublished in: DAC (2018)
Keyphrases
- privacy preserving
- field programmable gate array
- data center
- cloud computing
- hardware implementation
- privacy preserving data mining
- embedded systems
- privacy preservation
- parallel computing
- vertically partitioned data
- low cost
- data privacy
- privacy concerns
- privacy sensitive
- private information
- data perturbation
- multi party
- sensitive information
- data publishing
- privacy requirements
- record linkage
- differential privacy
- energy consumption
- homomorphic encryption
- horizontally partitioned data
- personal data
- sensitive data
- database systems
- privacy guarantees
- privacy protection
- medical images
- feature space
- scalar product
- secure multiparty computation
- partitioned data
- horizontally partitioned
- databases