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Collection of privacy specs and discussion

privacy

Collection of privacy specs and discussion

  • MURRE: Mechanism for User Reports with Regulated Epsilon. This proposal is a means to provide differentially private vectors for machine learning.
  • SPURFOWL: Sandboxed Private User Reporting Functions Operating Within Limits. This proposal suggests that browsers maintain a trail store, run private sandboxed functions on them and then report them.
  • COWBIRD: Coordinated Optimization Without Big Resource Demands. This document proposes browsers support a customizable federated learning platform for tiny machine learning models.
  • PAURAQUE: Profile-based API for User Attribute Queries. Aims to solve for attribute-based targeting in a privacy preserving way.