AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization.
Yukui LuoNuo XuHongwu PengChenghong WangShijin DuanKaleel MahmoodWujie WenCaiwen DingXiaolin XuPublished in: MICRO (2023)
Keyphrases
- privacy preserving
- neural network
- adaptive quantization
- record linkage
- probabilistic neural network
- privacy preserving data mining
- shape coding
- vertically partitioned data
- rate distortion
- privacy preservation
- low bit rate
- sensitive information
- data privacy
- multi party
- privacy protection
- subband coding
- privacy sensitive
- privacy preserving association rule mining
- differential privacy
- scalar product
- semi honest
- subband
- image compression
- secure multiparty computation
- horizontally partitioned data
- private data
- bit rate
- nearest neighbor
- knn
- preserving privacy
- compression algorithm
- image classification
- feature vectors
- data structure
- data mining