Privacy-Preserving Deep Learning NLP Models for Cancer Registries.
Mohammed M. AlawadHong-Jun YoonShang GaoBrent J. MumphreyXiao-Cheng WuEric B. DurbinJong Cheol JeongIsaac HandsDavid RustLinda CoyleLynne PenberthyGeorgia D. TourassiPublished in: IEEE Trans. Emerg. Top. Comput. (2021)
Keyphrases
- privacy preserving
- deep learning
- privacy preservation
- privacy preserving data mining
- private information
- preserving privacy
- vertically partitioned data
- data privacy
- unsupervised learning
- sensitive information
- privacy concerns
- privacy issues
- secure multiparty computation
- natural language processing
- privacy protection
- private data
- data sets
- probabilistic model
- natural language
- deep architectures
- scalar product
- partitioned data
- multi party
- privacy requirements
- differential privacy
- model selection
- active learning
- pattern recognition
- feature selection
- machine learning