Dataset-Level Attribute Leakage in Collaborative Learning

12 Jun 2020Wanrong ZhangShruti TopleOlga Ohrimenko

Multi-party machine learning allows several parties to build a joint model to get insights that may not be learnable using only their local data. We consider settings where each party obtains black-box access to the model computed by their mutually agreed-upon algorithm on their joined data... (read more)

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