PrivateSNN: Privacy-Preserving Spiking Neural Networks.
Youngeun KimYeshwanth VenkateshaPriyadarshini PandaPublished in: AAAI (2022)
Keyphrases
- privacy preserving
- spiking neural networks
- biologically inspired
- spiking neurons
- privacy preserving data mining
- learning rules
- vertically partitioned data
- feed forward
- privacy preservation
- multi party
- neural network
- biologically plausible
- artificial neural networks
- motor control
- privacy concerns
- training algorithm
- sensitive data
- privacy requirements
- secure multiparty computation
- privacy protection
- privacy preserving association rule mining
- sensitive information
- private data
- private information
- horizontally partitioned data
- scalar product
- privacy sensitive
- naive bayesian classification
- data privacy
- data perturbation
- privacy issues
- biological systems
- machine learning