Can Multimodal Large Language Models Generate and Detect Multimodal Social Media Fake News?
Assessing the dual-use potential of MLLMs in the landscape of social media disinformation.
The rapid advancement of generative AI raises concerns about the misuse of Multimodal LLMs (MLLMs) for large-scale disinformation campaigns on social media. Despite existing research on textual disinformation, a fundamental question remains unanswered: can MLLMs be exploited to f...
ArXiv CS.CL
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Multimodal LLMs represent a dual-use technology that can either scale the creation of sophisticated, cross-media disinformation or serve as the essential defense against it. Understanding these capabilities is critical for platform integrity as generative tools blur the line between authentic content and synthesized deception.
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