Qiyuan Gong's repositories
Clustering_based_K_Anon
cluster based generalization for k-anonymity
Google_APAC
My solution for Google APAC
Top_Down_Greedy_Anonymization
Top_Down_Greedy_Anonymization is a Top-down greedy algorithm data anonymization algorithm for relational dataset, proposed by Jian Xu in his papers.
analyzing_weibo_data_with_spark
try to analyzing weibo data with Spark
Apriori_based_Anonymization
This repository is an python implement of Apriori_based_Anonymization for set-valued dataset anonymization.
Python_Blind_Image_Watermarking
A simple implement Blind_Image_watermark with Python.
SEU_Web_Login
This program is a python implement for CLI (command-line interface) web login in Southeast University (China).
Relational_Transaction_Anon
This repository is an python implement of Relation and Transaction Anonymization for Relational and Transaction dataset anonymization.
Semi_Partition
Semi_Partition is a Top-down greedy algorithm data anonymization algorithm for relational dataset. It's more efficient than Mondrian, which is proposed by Kristen LeFevre in his papers.
1M_Generalization
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.
arx
ARX is a comprehensive open source data anonymization tool that has been designed from the ground up to provide high scalability and ease of use. It supports risk-based anonymization, methods for analyzing data quality and re-identification risks, as well as privacy models, such as k-anonymity, l-diversity, t-closeness and differential privacy
NEC_based_Anonymization
EC based Anonymization. Improve efficiency without increasing information loss.
Partition_for_Transaction
This repository is an open source python implement for Partition_for_Transaction. I implement this algorithm in python for further study.
Algorithms_Princeton
Algorithms Princeton exercises
alluxio
Alluxio, formerly Tachyon, Unify Data at Memory Speed
Enhanced_Mondrian_for_Incomplete
Enhanced_Mondrian for incomplete microdata
HILB_iDIST
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.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Machine_Learning_in_Action
Machine_Learning_in_Action Python code
MXNet.cpp
C++ interface for mxnet
MXNetOnYARN
Support running MXNet on YARN
Partition_for_Transaction_with_Multiple_Domains
Partition algorithm for multiple sensitive transactions
SemiPartition_for_Incomplete_Microdata
SemiPartition for Incomplete Microdata
Weibo_Crawler
Crawer weibo throught weibo open api.