aidotse / aidotse/LeakPro

Pedagogically sound examples/notebooks

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#369 0 commenti 0 reazioni 0 assegnatari Vedi su GitHub
documentation enhancement priority - 4
Lingua principale
Python
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23
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28
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4g 12h
PR unite (30g)
5

Descrizione

How can we create more pedagogical examples for such that the examples/notebooks becomes more viable method for new users to get into, understand and be able to use leakpro more easily.

Right now we have "cifar_main.ipynb" and "cifar_dpsgd.ipynb". Then there are audit.yaml, audit_dpsgd.yaml and training.yaml.

What if we have a more tutorial-styled notebook outline too.
Notebook 1: Running Leakpro on cifar (something default and easy to start with)
Notebook 2: Running Leakpro on celebA/tabular/time-series data.
Notebook 3: Using DP to reduce MIA attack power
Notebook 4: Running MInvA on celebA
...

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