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Differentially-private intermediate tensors example #62

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TTitcombe opened this issue Aug 5, 2020 · 0 comments
Open

Differentially-private intermediate tensors example #62

TTitcombe opened this issue Aug 5, 2020 · 0 comments
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Priority: 4 - Low 😎 Should only be scheduled if it's important relative to other issues Type: New Feature ➕ Introduction of a completely new addition to the codebase
Milestone
Syft >= 0.5

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@TTitcombe
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Feature Description

Develop an example which applies differential privacy to the tensors output from a local user's model before being sent to the computational sever.

Is your feature request related to a problem?

Non-DP tensors could allow a colluding computational server and data holder (in the case of multiple data holders) to identify a user's data using a model inversion attack

What alternatives have you considered?

None

Additional Context
@TTitcombe TTitcombe added Priority: 4 - Low 😎 Should only be scheduled if it's important relative to other issues Type: New Feature ➕ Introduction of a completely new addition to the codebase labels Aug 5, 2020
@TTitcombe TTitcombe added this to the Syft 3.x milestone Aug 5, 2020
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Priority: 4 - Low 😎 Should only be scheduled if it's important relative to other issues Type: New Feature ➕ Introduction of a completely new addition to the codebase
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Milestone
Syft >= 0.5
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@TTitcombe