Priyanka Nanayakkara

According to our database, Priyanka Nanayakkara authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, 2024

Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis.

Priyanka Nanayakkara, Hyeok Kim, Yifan Wu, Ali Sarvghad, Narges Mahyar, Gerome Miklau, Jessica Hullman

Proceedings of the IEEE Symposium on Security and Privacy, 2024

2023

What's Driving Conflicts Around Differential Privacy for the U.S. Census.

Priyanka Nanayakkara, Jessica Hullman

IEEE Secur. Priv., 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, Inioluwa Deborah Raji, Michael Roberts, Matthew J. Salganik, Marta Serra-Garcia, Brandon M. Stewart, Gilles Vandewiele, Arvind Narayanan

CoRR, 2023

What Are the Chances? Explaining the Epsilon Parameter in Differential Privacy.

Priyanka Nanayakkara, Mary Anne Smart, Rachel Cummings, Gabriel Kaptchuk, Elissa M. Redmiles

Proceedings of the 32nd USENIX Security Symposium, 2023

2022

Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases.

Priyanka Nanayakkara, Johes Bater, Xi He, Jessica Hullman, Jennie Rogers

Proc. Priv. Enhancing Technol., 2022

Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews.

David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

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

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

Unpacking the Expressed Consequences of AI Research in Broader Impact Statements.

Priyanka Nanayakkara, Jessica Hullman, Nicholas Diakopoulos

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

Anticipatory Ethics and the Role of Uncertainty.

Priyanka Nanayakkara, Nicholas Diakopoulos, Jessica Hullman

CoRR, 2020