Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers

no code implementations • NeurIPS 2010 • Manas Pathak, Shantanu Rane, Bhiksha Raj

As increasing amounts of sensitive personal information finds its way into data repositories, it is important to develop analysis mechanisms that can derive aggregate information from these repositories without revealing information about individual data instances.

Privacy Preserving