PrePaMS: Privacy-Preserving Participant Management System for Studies with Rewards and Prerequisites

TL;DR

PrePaMS is a system that ensures privacy in managing study participation and rewards, using cryptographic techniques to protect participant identities during the reward process.

Contribution

We introduce PrePaMS, a novel privacy-preserving system for managing participant eligibility and rewards in studies, utilizing cryptographic primitives like anonymous credentials and zero-knowledge proofs.

Findings

Prototype implementation demonstrates effectiveness.

System maintains participant privacy during reward distribution.

Performance evaluation shows scalability under realistic workloads.

Abstract

Taking part in surveys, experiments, and studies is often compensated by rewards to increase the number of participants and encourage attendance. While privacy requirements are usually considered for participation, privacy aspects of the reward procedure are mostly ignored. To this end, we introduce PrePaMS, an efficient participation management system that supports prerequisite checks and participation rewards in a privacy-preserving way. Our system organizes participations with potential (dis-)qualifying dependencies and enables secure reward payoffs. By leveraging a set of proven cryptographic primitives and mechanisms such as anonymous credentials and zero-knowledge proofs, participations are protected so that service providers and organizers cannot derive the identity of participants even within the reward process. In this paper, we have designed and implemented a prototype of PrePaMS to show its effectiveness and evaluated its performance under realistic workloads. PrePaMS covers the information whether subjects have participated in surveys, experiments, or studies. When combined with other secure solutions for the actual data collection within these events, PrePaMS can represent a cornerstone for more privacy-preserving empirical research.