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Fooling LIME and SHAP

Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh, Himabindu Lakkaraju, Dylan Slack University of California, Irvine, Irvine, CA, USA, Sophie Hilgard Harvard University, Cambridge, MA, USA, Emily Jia Harvard University, Cambridge, MA, USA, Sameer Singh University of California, Irvine, Irvine, CA, USA, Himabindu Lakkaraju Harvard University, Cambridge, MA, USA

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Keywords: Bias Detection / Adversarial Attacks / Model Interpretability / black box explanations

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