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TweepFake: About detecting deepfake tweets
2021
PLoS ONE
The recent advances in language modeling significantly improved the generative capabilities of deep neural models: in 2019 OpenAI released GPT-2, a pre-trained language model that can autonomously generate coherent, non-trivial and human-like text samples. Since then, ever more powerful text generative models have been developed. Adversaries can exploit these tremendous generative capabilities to enhance social bots that will have the ability to write plausible deepfake messages, hoping to
doi:10.1371/journal.pone.0251415
pmid:33984021
fatcat:37wt7l2w3vdpdnr2udwj4fo7wu