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Separate model-specific and data-specific hyperparameters #50

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suhacker1 opened this issue Nov 20, 2020 · 0 comments
Open

Separate model-specific and data-specific hyperparameters #50

suhacker1 opened this issue Nov 20, 2020 · 0 comments
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backend Backend improvements; may not directly impact user experience extraction Related to model extraction attacks good first issue Good for newcomers help wanted Extra attention is needed

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suhacker1 commented Nov 20, 2020 •
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Is your feature request related to a problem? Please describe.
Right now, PrivacyRaven mixes all of the hyperparameters necessary to train a substitute model into a single dictionary. This should be replaced with Lightning Data Modules and/or other structures to clarify the role of each parameter and make it easier to extend PrivacyRaven for different tasks. This may require automatically turning all synthesized data into a Data Module.

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@suhacker1 suhacker1 added good first issue Good for newcomers extraction Related to model extraction attacks backend Backend improvements; may not directly impact user experience labels Nov 20, 2020
@suhacker1 suhacker1 added the help wanted Extra attention is needed label Jan 3, 2021
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