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Only store shadow model logits, not shadow models #131

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johanos1 opened this issue Sep 4, 2024 · 0 comments
Open

Only store shadow model logits, not shadow models #131

johanos1 opened this issue Sep 4, 2024 · 0 comments
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enhancement New feature or request

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@johanos1
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johanos1 commented Sep 4, 2024

Feature

Desired Behavior / Functionality

LeakPro crashes when we use too many shadow models. If we could instead store only the logits it would scale better.

What Needs to Be Done

  • Store the logits instead of the shadow models
  • Ensure that no other attacks suffer from this

How Can It Be Tested

Attacks run

@johanos1 johanos1 added the enhancement New feature or request label Sep 4, 2024
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