When Feasibility of Fairness Audits Relies on Willingness to Share Data: Examining User Acceptance of Multi-Party Computation Protocols for Fairness Monitoring

Changyang He, Parnian Jahangirirad, Lin Kyi, Asia J. Biega. When Feasibility of Fairness Audits Relies on Willingness to Share Data: Examining User Acceptance of Multi-Party Computation Protocols for Fairness Monitoring. In Nuria Oliver, David A. Shamma, Heloisa Candello, Pablo César, Pedro Lopes 0001, Alessandro Bozzon, Thomas Kosch, Vera Q. Liao, Xiaojuan Ma, Valentino Artizzu, Fiona Draxler, Gustavo López 0001, Anke V. Reinschluessel, Xin Tong 0004, Phoebe O. Toups Dugas, editors, Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, CHI 2026, Barcelona, Spain, April 13-17, 2026. ACM, 2026. [doi]

Abstract

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