Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh, and Himabindu Lakkaraju. 2020. “Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods.” In AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES). pdf

Stratos Idreos, Niv Dayan, Wilson Qin, Mali Akmanalp, Sophie Hilgard, Andrew Ross, James Lennon, Varun Jain, Harshita Gupta, David Li, and Zichen Zhu. 2019. “Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn.” In Conference on Innovative Data Systems Research (CIDR). pdf

Sophie Hilgard, Nir Rosenfeld, Jack Cao, Mahzarin Banaji, and David C. Parkes. 2019. “Learning Representations by Humans, for Humans.” In Workshop on Human-Centric Machine Learning at NeurIPS. pdf