CYAISISep 23, 2025

Generative Propaganda

Microsoft
arXiv:2509.19147v12 citationsh-index: 11
Originality Synthesis-oriented
AI Analysis

This research addresses the problem of understanding and mitigating AI-driven propaganda for security researchers and policymakers, though it is incremental in characterizing existing practices.

The study investigated the real-world use of generative AI for propaganda in Taiwan and India, finding that AI is primarily used for persuasion and efficiency gains rather than deception, with creators often making its use obvious to mitigate risks.

Generative propaganda is the use of generative artificial intelligence (AI) to shape public opinion. To characterize its use in real-world settings, we conducted interviews with defenders (e.g., factcheckers, journalists, officials) in Taiwan and creators (e.g., influencers, political consultants, advertisers) as well as defenders in India, centering two places characterized by high levels of online propaganda. The term "deepfakes", we find, exerts outsized discursive power in shaping defenders' expectations of misuse and, in turn, the interventions that are prioritized. To better characterize the space of generative propaganda, we develop a taxonomy that distinguishes between obvious versus hidden and promotional versus derogatory use. Deception was neither the main driver nor the main impact vector of AI's use; instead, Indian creators sought to persuade rather than to deceive, often making AI's use obvious in order to reduce legal and reputational risks, while Taiwan's defenders saw deception as a subset of broader efforts to distort the prevalence of strategic narratives online. AI was useful and used, however, in producing efficiency gains in communicating across languages and modes, and in evading human and algorithmic detection. Security researchers should reconsider threat models to clearly differentiate deepfakes from promotional and obvious uses, to complement and bolster the social factors that constrain misuse by internal actors, and to counter efficiency gains globally.

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