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Generative AI-based closed-loop fMRI system. (arXiv:2401.16742v1 [cs.HC])
cs.LG updates on arXiv.org arxiv.org
While generative AI is now widespread and useful in society, there are
potential risks of misuse, e.g., unconsciously influencing cognitive processes
or decision-making. Although this causes a security problem in the cognitive
domain, there has been no research about neural and computational mechanisms
counteracting the impact of malicious generative AI in humans. We propose
DecNefGAN, a novel framework that combines a generative adversarial system and
a neural reinforcement model. More specifically, DecNefGAN bridges human and
generative AI in a closed-loop …
arxiv cognitive computational cs.hc decision domain fmri generative humans impact loop making misuse processes research risks security society