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People who are marginalized experience disproportionate harms when theirprivacy is violated. Meeting their needs is vital for developing equitable andprivacy-protective technologies. In response, research at the intersection ofprivacy and marginalization has acquired newfound urgency in the HCI and socialcomputing community. In this literature review, we set out to understand howresearchers have investigated this area of study. What topics have beenexamined, and how? What are the key findings and recommendations? And,crucially, where do we go from here? Based on a review of papers on privacy andmarginalization published between 2010-2020 across HCI, Communication, andPrivacy-focused venues, we make three main contributions: (1) we identify keythemes in existing work and introduce the Privacy Responses and Costs frameworkto describe the tensions around protecting privacy in marginalized contexts,(2) we identify understudied research topics (e.g., race) and other avenues forfuture work, and (3) we characterize trends in research practices, includingthe under-reporting of important methodological choices, and providesuggestions for establishing shared best practices for this growing researcharea.

Privacy Research with Marginalized Groups: What We Know, What's Needed, and What's Next