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Veronica Xia

Master's Research - McGill University
Supervisor
Jin Guo
Research Topics
Human-Centered AI
Human-Computer Interaction (HCI)

Publications

Online Influence Campaigns: Strategies and Vulnerabilities
Andreea Musulan
Veronica Xia
Ethan Kosak-Hine
Tom Gibbs
Vidya Sujaya
Reihaneh Rabbany
Jean-François Godbout
Kellin Pelrine
U. Montr'eal
Ivado
M. University
In order to combat the creation and spread of harmful content online, this paper defines and contextualizes the concept of inauthentic, soci… (see more)etal-scale manipulation by malicious actors. We review the literature on societally harmful content and how it proliferates to analyze the manipulation strategies used by such actors and the vulnerabilities they target. We also provide an overview of three case studies of extensive manipulation campaigns to emphasize the severity of the problem. We then address the role that Artificial Intelligence plays in the development and dissemination of harmful content, and how its evolution presents new threats to societal cohesion for countries across the globe. Our survey aims to increase our understanding of not just particular aspects of these threats, but also the strategies underlying their deployment, so we can effectively prepare for the evolving cybersecurity landscape.
2024-12-18
ArXiv (preprint)
doi.org
arxiv.org