Anticipatory Ethics and the Role of Uncertainty. - Priyanka Nanayakkara; Nicholas Diakopoulos; Jessica Hullman (CoRR, 2020)

Unpacking the Expressed Consequences of AI Research in Broader Impact Statements. - Priyanka Nanayakkara; Jessica Hullman; Nicholas Diakopoulos (AIES, 2021)

The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine Learning. - Jessica Hullman; Sayash Kapoor; Priyanka Nanayakkara; Andrew Gelman; Arvind Narayanan (AIES, 2022)

Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews. - David Liu 006; Priyanka Nanayakkara; Sarah Ariyan Sakha; Grace Abuhamad; Su Lin Blodgett; Nicholas Diakopoulos; Jessica R. Hullman; Tina Eliassi-Rad (AIES, 2022)

Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases. - Priyanka Nanayakkara; Johes Bater; Xi He 001; Jessica Hullman; Jennie Rogers (Proc. Priv. Enhancing Technol., 2022)

What Are the Chances? Explaining the Epsilon Parameter in Differential Privacy. - Priyanka Nanayakkara; Mary Anne Smart; Rachel Cummings; Gabriel Kaptchuk; Elissa M. Redmiles (USENIX Security Symposium, 2023)

REFORMS: Reporting Standards for Machine Learning Based Science. - Sayash Kapoor; Emily Cantrell; Kenny Peng; Thanh Hien Pham; Christopher A. Bail; Odd Erik Gundersen; Jake M. Hofman; Jessica Hullman; Michael A. Lones; Momin M. Malik; Priyanka Nanayakkara; Russell A. Poldrack; et al. (CoRR, 2023)

What's Driving Conflicts Around Differential Privacy for the U.S. Census. - Priyanka Nanayakkara; Jessica Hullman (IEEE Secur. Priv., 2023)

Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis. - Priyanka Nanayakkara; Hyeok Kim; Yifan Wu 005; Ali Sarvghad; Narges Mahyar; Gerome Miklau; Jessica Hullman (SP, 2024)

What to Consider When Considering Differential Privacy for Policy. - Priyanka Nanayakkara; Jessica Hullman (CoRR, 2024)

Models Matter: Setting Accurate Privacy Expectations for Local and Central Differential Privacy. - Mary Anne Smart; Priyanka Nanayakkara; Rachel Cummings; Gabriel Kaptchuk; Elissa M. Redmiles (Proc. Priv. Enhancing Technol., 2025)

Trust and Friction: Negotiating How Information Flows Through Decentralized Social Media. - Sohyeon Hwang; Priyanka Nanayakkara; Yan Shvartzshnaider (CoRR, 2025)