PrivateSNN: Fully Privacy-Preserving Spiking Neural Networks.
Youngeun KimYeshwanth VenkateshaPriyadarshini PandaPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- spiking neural networks
- privacy preserving data mining
- biologically inspired
- privacy preservation
- spiking neurons
- biologically plausible
- vertically partitioned data
- private information
- learning rules
- data privacy
- feed forward
- multi party
- artificial neural networks
- horizontally partitioned data
- private data
- secure multiparty computation
- privacy sensitive
- sensitive data
- privacy concerns
- naive bayesian classification
- preserving privacy
- data perturbation
- scalar product
- privacy issues
- privacy guarantees
- training algorithm
- sensitive information
- partitioned data
- horizontally partitioned
- differential privacy
- neural network