104 citations · 115 across the 6 of their papers we have counts for
3 papers · 1 filter
Diverse Community Data for Benchmarking Data Privacy Algorithms
Aniruddha Sen, Christine Task, Dhruv Kapur +2
The Collaborative Research Cycle (CRC) is a National Institute of Standards and Technology (NIST) benchmarking program intended to strengthen understanding of tabular data deidenti…
Toward Defining a Domain Complexity Measure Across Domains
Katarina Doctor, Christine Task, Eric Kildebeck +3
Artificial Intelligence (AI) systems planned for deployment in real-world applications frequently are researched and developed in closed simulation environments where all variables…
Privacy and Bias Analysis of Disclosure Avoidance Systems
Keyu Zhu, Ferdinando Fioretto, Pascal Van Hentenryck +2
Disclosure avoidance (DA) systems are used to safeguard the confidentiality of data while allowing it to be analyzed and disseminated for analytic purposes. These methods, e.g., ce…