Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection

Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection

IntroductionRapid advancements in artificial intelligence and generative artificial intelligence have enabled the creation of fake images and videos that appear highly realistic. According to a report published in 2022, approximately 71% of people rely on fake videos and become victims of blackmail....

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Bibliographic Details
Main Authors: Geeta Rani, Atharv Kothekar, Shawn George Philip, Vijaypal Singh Dhaka, Ester Zumpano, Eugenio Vocaturo
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Big Data
Subjects:
deepfake
social safety
transformer
blackmail
computation
generative
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2025.1521653/full
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https://www.frontiersin.org/articles/10.3389/fdata.2025.1521653/full

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