Design and Implement Deepfake Video Detection Using VGG-16 and Long Short-Term Memory

This study aims to design and implement deepfake video detection using VGG-16 in combination with long short-term memory (LSTM). In contrast to other studies, this study compares VGG-16, VGG-19, and the newest model, ResNet-101, including LSTM. All the models were tested using Celeb-DF video dataset...

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Bibliographic Details
Main Authors: Laor Boongasame, Jindaphon Boonpluk, Sunisa Soponmanee, Jirapond Muangprathub, Karanrat Thammarak
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2024/8729440
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