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enhancementNew feature or requestNew feature or requestpriority - 3Medium priority. Needs to be fixed soonMedium priority. Needs to be fixed soon
Description
Feature
Desired Behavior / Functionality
Expand the hashing functionality to make leakpro have fewer unintentional erroneous processes, e.g. reusing old models and objects when not intended.
_filter() function in shadowmodelhandler should support hashing functionality, And not only account for "training_data_fraction" and "model_class" when deciding if to retrain a shadow model.
What Needs to Be Done
Implement hashing support and expand meta_check_values.
How Can It Be Tested
Tests should be constructed to vary parameters that effect auditing objects and results such as target models, shadow models etc. and find that leakpro will not reuse previously create objects that is no longer valid.
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enhancementNew feature or requestNew feature or requestpriority - 3Medium priority. Needs to be fixed soonMedium priority. Needs to be fixed soon