qiyuangong/SemiPartition_for_Incomplete_Microdata
SemiPartition for Incomplete Microdata
EC based Anonymization. Improve efficiency without increasing information loss.
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SemiPartition for Incomplete Microdata
HILB and iDIST are two efficient anonymization algorithms proposed by Gabriel Ghinita in his paper. This repository is a python implementation for HILB and iDIST.
1M_Generalization is a simple anonymization algorithm for 1:M dataset. It contains two sub-algorithms: Mondrian (for relational part) and Partition (transaction part). Both of them are straight forward, and can be repalced by more powerful algorithm with limtied modification.
Machine_Learning_in_Action Python code