Projects

Course Projects

Two-party Privacy Decision Tree Algorithm

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Two-party Privacy Decision Tree Algorithm

Two-party Privacy Decision Tree Algorithm is an extended algorithm based on traditional ID3 algorithm. It fits better on the situation that taking personal privacy into consideration. In this project, we proposed a jointly decision tree construction algorithm(on two-party case) to resolve the conflict that two parties want to build a decision tree based on their data, meanwhile keep their own data private.

Slides