Nebula: A Scalable Privacy-Preserving Machine Learning System in Ant Financial.

Cen Chen Bingzhe Wu Li Wang Chaochao Chen Jin Tan Lei Wang Jun Zhou Benyu Zhang

Published in: CIKM (2020)

Keyphrases

privacy preserving
machine learning
privacy preserving data mining
privacy preservation
vertically partitioned data
data privacy
decision trees
privacy protection

sensitive information
private information
privacy concerns
preserving privacy
data transformation
record linkage
data perturbation
multi party

privacy issues
data mining
private data
privacy guarantees
scalar product
naive bayesian classification
homomorphic encryption
sensitive data

privacy sensitive
horizontally partitioned data
database
privacy preserving data mining algorithms
horizontally partitioned
knowledge discovery
feature selection
databases