Online Influence Campaigns: Strategies and Vulnerabilities
Andreea Musulan (1, 2, 3), Veronica Xia (1, 4), Ethan Kosak-Hine, (1), Tom Gibbs (1), Vidya Sujaya (1, 4), Reihaneh Rabbany (1, 4),, Jean-Fran\c{c}ois Godbout (1, 2), Kellin Pelrine (1, 4) ((1) Mila, (2), Universit\'e de Montr\'eal, (3) IVADO, (4) McGill University)

TL;DR
This paper analyzes online influence campaigns, highlighting manipulation strategies, vulnerabilities exploited, and the role of AI in spreading harmful content, with case studies illustrating the severity of these societal threats.
Contribution
It provides a comprehensive review of manipulation tactics, vulnerabilities, and AI's role in harmful online campaigns, supported by case studies and strategic insights.
Findings
Manipulation strategies target societal vulnerabilities.
AI amplifies the spread of harmful content.
Case studies demonstrate campaign severity.
Abstract
In order to combat the creation and spread of harmful content online, this paper defines and contextualizes the concept of inauthentic, societal-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…
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Taxonomy
TopicsHate Speech and Cyberbullying Detection
