Privacy research with marginalized groups: what we know, what's needed, and what's next

S Sannon, A Forte - Proceedings of the ACM on Human-Computer …, 2022 - dl.acm.org
People who are marginalized experience disproportionate harms when their privacy is
violated. Meeting their needs is vital for develo** equitable and privacy-protective …

Consumer protection for financial inclusion in low-and middle-income countries: Bridging regulator and academic perspectives

S Garz, X Giné, D Karlan, R Mazer… - Annual Review of …, 2021 - annualreviews.org
Markets for consumer financial services are growing rapidly in low-and middle-income
countries and are being transformed by digital technologies and platforms. With growth and …

Re-imagining algorithmic fairness in india and beyond

N Sambasivan, E Arnesen, B Hutchinson… - Proceedings of the …, 2021 - dl.acm.org
Conventional algorithmic fairness is West-centric, as seen in its subgroups, values, and
methods. In this paper, we de-center algorithmic fairness and analyse AI power in India …

Sok: Hate, harassment, and the changing landscape of online abuse

K Thomas, D Akhawe, M Bailey… - … IEEE symposium on …, 2021 - ieeexplore.ieee.org
We argue that existing security, privacy, and antiabuse protections fail to address the
growing threat of online hate and harassment. In order for our community to understand and …

Designing toxic content classification for a diversity of perspectives

D Kumar, PG Kelley, S Consolvo, J Mason… - … Symposium on Usable …, 2021 - usenix.org
In this work, we demonstrate how existing classifiers for identifying toxic comments online
fail to generalize to the diverse concerns of Internet users. We survey 17,280 participants to …

Trauma-informed social media: Towards solutions for reducing and healing online harm

CF Scott, G Marcu, RE Anderson… - Proceedings of the …, 2023 - dl.acm.org
Social media platforms exacerbate trauma, and many users experience various forms of
trauma unique to them (eg, doxxing and swatting). Trauma is the psychological and physical …

“It's common and a part of being a content creator”: Understanding How Creators Experience and Cope with Hate and Harassment Online

K Thomas, PG Kelley, S Consolvo, P Samermit… - Proceedings of the …, 2022 - dl.acm.org
Content creators—social media personalities with large audiences on platforms like
Instagram, TikTok, and YouTube—face a heightened risk of online hate and harassment. We …

Experiences of harm, healing, and joy among black women and femmes on social media

T Musgrave, A Cummings, S Schoenebeck - Proceedings of the 2022 …, 2022 - dl.acm.org
This project illuminates Black women and femme's experiences with unwanted behavior and
harassment on social media, and how they (re) claim and transform their experiences to …

Sok: A framework for unifying at-risk user research

N Warford, T Matthews, K Yang, O Akgul… - … IEEE Symposium on …, 2022 - ieeexplore.ieee.org
At-risk users are people who experience risk factors that augment or amplify their chances of
being digitally attacked and/or suffering disproportionate harms. In this systematization work …

SoK: Content moderation in social media, from guidelines to enforcement, and research to practice

M Singhal, C Ling, P Paudel, P Thota… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
Social media platforms have been establishing content moderation guidelines and
employing various moderation policies to counter hate speech and misinformation. The goal …