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Published 20 hours ago • verified publisher icon BielStela
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Python package to create adversarial agents for membership inference attacks againts machine learning models

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“ Learner parameter learner_kwargs is not an attribute of <class 'sklearn.ensemble._forest.RandomForestClassifier'>”，i meet this error,could you help me

jieweilai avatar jieweilai

use `sklearn.utils.validation` to sanitize the input arrays

`sklearn.utils.validation` has some useful funcs to validate X, y inputs and arrays like `check_Xy` and `check_array`

BielStela avatar BielStela

Keras estimator doesn't work in ShadowModels

With a tf.keras model everything blows up :/. 1. Copy model instead of `sklearn.base.clone` 2. Shadow models behave weird with `keras.models.Model` instances 3. crazy results of shadow models

BielStela avatar BielStela

bug
enhancement

split `data` param in `ShadowModels` into X and y

BielStela avatar BielStela

enhancement

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verified publisher icon BielStela

Metadata

Python package to create adversarial agents for membership inference attacks againts machine learning models

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