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Multimodal transformer-based watermarking for deepfake detection and digital media authentication: current progress, challenges, and future directions

The rapid advancement of deepfake generation technologies has fundamentally outpaced the forensic tools designed to detect and authenticate digital media. Traditional watermarking methods, while foundational, were not conceived for the adversarial complexity of multimodal content ecosystems where vi...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Kok Swee Sim, Md Tahidul Islam
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Frontiers Media S.A. 2026-07-01
Rangatū:Frontiers in Artificial Intelligence
Ngā marau:
Urunga tuihono:https://www.frontiersin.org/articles/10.3389/frai.2026.1848963/full
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