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Murlocccc / hetero-secure-boost-origin

对着FATE V1.0版本的hetero secure boost模块写的
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PSI(private set intersection) #2

Open JiaHe664 opened 2 years ago

JiaHe664 commented 2 years ago

I found that your code does not use PSI technology to align the data sets of the two parties, so there will be no problems with the trained model? 我发现你的代码中并未使用PSI技术对两方的数据集进行样本对齐，这样训练出的模型不会有问题吗？

Murlocccc commented 2 years ago

PSI技术在隐私计算里是相当有必要的，但这个项目仅仅是为了把SecureBoost算法从FATE框架中剥离出来看看效果，做做实验，所以并没有集成PSI模块。另外，data目录下的数据集是FATE提供的测试数据集，是已经对齐过的。 PSI is necessary for privacy computing, but this project is only to separate SecureBoost algorithm from FATE framework to see the effect and experiment, so PSI module is not integrated. In addition, the data set in the data directory is the test data set provided by FATE, which is already aligned.

JiaHe664 commented 2 years ago

谢谢你的解答，你的代码对我帮助很大。 Thank you for your answers, your code helped me a lot.

JiaHe664 commented 2 years ago

Give you a little star. 给你一个小星星。