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Case Study - Federated privacy preserving analytics for secure collaboration among Telco and partners to improve customer engagement

MotivationWhile consumers expect better customer experience and personalization from businesses, they are increasingly sensitive to privacy

Federated Learning 8 months ago

What is PyVertical?

This post is part of our Privacy-Preserving Data Science, Explained series. In this post, we cover: A brief outline of basic concepts: an ex

Private Set Intersection 2 years ago

Extracting Private Data from a Neural Network

Neural networks are not infallible. In this post we use a model inversion attack to discover data which was input to a target model.

Privacy attack 3 years ago