Vaughn Hamilton’s research while affiliated with Max Planck Institute for Software Systems and other places

Digital intimacy, engaged in by sex workers, clients, and others who share intimate content recreationally, has significant security and privacy risks, exacerbated by stigma. We present a commercial digital intimacy threat model and 10 research directions for safer digital intimacy.

The sex industry exists on a continuum based on the degree of work autonomy present in one's labor conditions: a high degree of autonomy exists on one side of the continuum where certain independent sex workers have a great deal of agency, while much less autonomy exists on the other side, where sex is traded under conditions of human trafficking. Various organizations across North America perform outreach to sex workers to offer assistance in the form of services (e.g., healthcare, financial assistance, housing) as well as prayer and intervention. Increasingly, technology is used to look for trafficking victims and/or facilitate the provision of assistance or services, for example through scraping and parsing sex industry workers' advertisements into a database of contact information that can be used by outreach organizations. However, little is known about the efficacy of anti-trafficking outreach technology, nor the potential risks of using such technology to identify and contact the highly stigmatized and marginalized population of those working in the sex industry. In this work, we investigate the use, context, benefits, and harms of an anti-trafficking technology platform via qualitative interviews with multiple stakeholders: the technology developers (n=6), organizations that use the technology (n=17), and sex industry workers who have been contacted or wish to be contacted (n=24). Our findings illustrate misalignment between developers, users of the platform, and sex industry workers they are attempting to assist. In their current state, anti-trafficking outreach tools such as the one we investigate are ineffective and, at best, serve as a mechanism for spam and, at worst, scale and exacerbate harm against the population they aim to serve. We conclude with a discussion of best practices -- and the feasibility of their implementation -- for technology-facilitated outreach efforts to minimize risk or harm to sex industry workers while efficiently providing needed services.

Workers from a variety of industries rapidly shifted to remote work at the onset of the COVID-19 pandemic. While existing work has examined the impact of this shift on office workers, little work has examined how shifting from in-person to online work affected workers in the informal labor sector. We examine the impact of shifting from in-person to online-only work on a particularly marginalized group of workers: sex workers. Through 34 qualitative interviews with sex workers from seven countries in the Global North, we examine how a shift to online-only sex work impacted: (1) working conditions, (2) risks and protective behaviors, and (3) labor rewards. We find that online work offers benefits to sex workers' financial and physical well-being. However, online-only work introduces new and greater digital and mental health risks as a result of the need to be publicly visible on more platforms and to share more explicit content. From our findings we propose design and platform governance suggestions for digital sex workers and for informal workers more broadly, particularly those who create and sell digital content.

Social media platforms are increasingly considering models to incentivize creators to publish high quality content on their platforms. As a result, social media content creation has transformed into a form of gig work for some creators. In order to better design social media platforms to support this labor, we need to understand professional creators' motivations. In this work, we present a qualitative interview study of the motivations of 22 U.S. OnlyFans creators. OnlyFans is a subscription-based social media platform that is unique in that it is primarily associated with sexual content (although it is not marketed as such) and thus creators are positioned at the intersection of professional content creation and sex work, exposing them to a unique set of potential challenges. Beyond the typical motivations for pursuing other forms of gig work (e.g., flexibility, autonomy) our findings highlight three key factors explaining the rapid growth of OnlyFans despite the potential stigma of sexual content creation: (1) societal visibility and mainstream acceptance of OnlyFans, created through a combination of celebrity hype and the design of the platform itself; (2) platform design: affordances for boundary setting with clients, privacy from the public, and content archives, which together create a labor environment participants viewed as better than other forms of gig work, a natural avenue for sexual expression, and enabling monetization of existing content, audiences, and skills; and (3) the pandemic, which led to both high demand for immediate income while waiting for -- or after running out of -- unemployment benefits, and increased free time, which increased general demand for pornographic content.

Workers from a variety of industries rapidly shifted to remote work at the onset of the COVID-19 pandemic. While existing work has examined the impact of this shift on office workers, little work has examined how shifting from in-person to online work affected workers in the informal labor sector. We examine the impact of shifting from in-person to online-only work on a particularly marginalized group of workers: sex workers. Through 34 qualitative interviews with sex workers from seven countries in the Global North, we examine how a shift to online-only sex work impacted: (1) working conditions, (2) risks and protective behaviors, and (3) labor rewards. We find that online work offers benefits to sex workers' financial and physical well-being. However, online-only work introduces new and greater digital and mental health risks as a result of the need to be publicly visible on more platforms and to share more explicit content. From our findings we propose design and platform governance suggestions for digital sex workers and for informal workers more broadly, particularly those who create and sell digital content.

The sex industry exists on a continuum based on the degree of work autonomy present in labor conditions: a high degree exists on one side of the continuum where independent sex workers have a great deal of agency, while much less autonomy exists on the other side, where sex is traded under conditions of human trafficking. Organizations across North America perform outreach to sex industry workers to offer assistance in the form of services (e.g., healthcare, financial assistance, housing), prayer, and intervention. Increasingly, technology is used to look for trafficking victims or facilitate the provision of assistance or services, for example through scraping and parsing sex industry workers' advertisements into a database of contact information that can be used by outreach organizations. However, little is known about the efficacy of anti-trafficking outreach technology, nor the potential risks of using it to identify and contact the highly stigmatized and marginalized population of those working in the sex industry. In this work, we investigate the use, context, benefits, and harms of an anti-trafficking technology platform via qualitative interviews with multiple stakeholders: the technology developers (n=6), organizations that use the technology (n=17), and sex industry workers who have been contacted or wish to be contacted (n=24). Our findings illustrate misalignment between developers, users of the platform, and sex industry workers they are attempting to assist. In their current state, anti-trafficking outreach tools such as the one we investigate are ineffective and, at best, serve as a mechanism for spam and, at worst, scale and exacerbate harm against the population they aim to serve. We conclude with a discussion of best practices for technology-facilitated outreach efforts to minimize risk or harm to sex industry workers while efficiently providing needed services.