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interpretationfragility's Introduction

Interpretation of Neural Network is Fragile

Please cite the following work if you use this benchmark or the provided tools or implementations:

[1] Amirata Ghorbani, Abubakar Abid, James Zou
    Interpretation of Neural Network is Fragile
    arXiv:1710.10547

The large scale results of attack methods against four famous feature-attribution methods

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Examples of targeted attack for semantically meaningful change in feature-importance

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Attack examples on Deep Taylor Decomposition

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