Search Results for author: Emily Jia

Found 1 papers, 1 papers with code

Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods

2 code implementations6 Nov 2019 Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh, Himabindu Lakkaraju

Our approach can be used to scaffold any biased classifier in such a way that its predictions on the input data distribution still remain biased, but the post hoc explanations of the scaffolded classifier look innocuous.

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