Cheng Guo (Clemson University), Kelly Caine (Clemson University)

Social media platforms (SMPs) facilitate information sharing across varying levels of sensitivity. A crucial design decision for SMP administrators is the platform’s identity policy, with some opting for real-name systems while others allow anonymous participation. Content moderation on these platforms is conducted by both humans and automated bots. This paper examines the relationship between anonymity, specifically through the use of “throwaway” accounts, and the extent and nature of content moderation on Reddit. Our findings indicate that content originating from anonymous throwaway accounts is more likely to violate rules on Reddit. Thus, they are more likely to be removed by moderation than standard pseudonymous accounts. However, the moderation actions applied to throwaway accounts are consistent with those applied to ordinary accounts, suggesting that the use of anonymous accounts does not necessarily necessitate increased human moderation. We conclude by discussing the implications of these findings for identity policies and content moderation strategies on SMPs.

View More Papers

Programmer's Perception of Sensitive Information in Code

Xinyao Ma, Ambarish Aniruddha Gurjar, Anesu Christopher Chaora, Tatiana R Ringenberg, L. Jean Camp (Luddy School of Informatics, Computing, and Engineering, Indiana University Bloomington)

Read More

Scale-MIA: A Scalable Model Inversion Attack against Secure Federated...

Shanghao Shi (Virginia Tech), Ning Wang (University of South Florida), Yang Xiao (University of Kentucky), Chaoyu Zhang (Virginia Tech), Yi Shi (Virginia Tech), Y. Thomas Hou (Virginia Polytechnic Institute and State University), Wenjing Lou (Virginia Polytechnic Institute and State University)

Read More

Security Signals: Making Web Security Posture Measurable at Scale

Michele Spagnuolo (Google), David Dworken (Google), Artur Janc (Google), Santiago Díaz (Google), Lukas Weichselbaum (Google)

Read More

A Large-Scale Measurement Study of the PROXY Protocol and...

Stijn Pletinckx (University of California, Santa Barbara), Christopher Kruegel (University of California, Santa Barbara), Giovanni Vigna (University of California, Santa Barbara)

Read More