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  • 2020
  • Article
  • Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society

Fooling LIME and SHAP: Adversarial Attacks on Post Hoc Explanation Methods.

By: Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh and Himabindu Lakkaraju
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Citation

Slack, Dylan, Sophie Hilgard, Emily Jia, Sameer Singh, and Himabindu Lakkaraju. "Fooling LIME and SHAP: Adversarial Attacks on Post Hoc Explanation Methods." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2020): 180–186.
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About The Author

Himabindu Lakkaraju

Technology and Operations Management
→More Publications

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More from the Authors
  • Altibbi: Revolutionizing Telehealth Using AI By: Himabindu Lakkaraju
  • Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis. By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju
  • Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods. By: Chirag Agarwal, Marinka Zitnik and Himabindu Lakkaraju
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