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Hybrid Proposal

** This document is an individual draft proposal. It has not been adopted by the Private Advertising Technology Community Group. **

March 2025 Implemention and Scalability Update

The MPC algorithms for the Hybrid proposal have been implemented in this repo. At the March PATWG meeting we gave an update (agenda, slides) on the scalability of this implementation and costs to run 1B and 2B row queries.

October 2024 Supporting Paper

The Cookie Monster paper describes the foundation for on-device DP budgeting with Individual DP. Much of this is directly relevant to the Hybrid proposal's on-device budgeting; some aspects still specific to Hybrid are ongoing work, such as formalizing IDP with late binding.

May 2024 Update

An update was given on the Hybrid proposal in the May virtual PATCG. This is the latest design doc that was shared.

April 2024 Presentation

The Hybrid proposal was first presented at the April PATCG F2F meeting. Here is the proposal document and accompanying presentation:

  1. Hybrid proposal document
  2. Hybrid proposal presentation

Here is the accomanying work on DP budgeting and the privacy framework:

  1. DP budgeting for hybrid proposal document
  2. DP budgeting for hybrid proposal presentation

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