Skip to content

Privacy attacks simulation #63

Description

@tremblerz

The framework needs an effective way of quantifying how much privacy is leaked as a function of topology/collaboration approach between nodes. Additionally, this requires integrating existing well-known privacy enhancing mechanisms such as DP-SGD (Abadi et al.) and decentralized specific mechanisms like Muffliato (Cyffers et al.).

Doing it effectively allows us to quantify privacy leakage across different topologies and answer the question whether the communication topology leaks private information.

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    enhancementNew feature or requestresearchLabel reserved for research questions relevant to the scope of the project

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions