Deepfakes in Visual Art: Differentiating AI-Generated Art From Human Art Using Convolutional Neural Networks (CNN)

Deepfakes in Visual Art: Differentiating AI-Generated Art From Human Art Using Convolutional Neural Networks (CNN)

As AI technology evolves, seeing is not believing. The boundary between human and machine creativity is increasingly blurred, presenting challenges for the art industry. This is more pronounced nowadays as advancements in AI technology make it increasingly easy to create highly realistic synthetic a...

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Bibliographic Details
Main Authors: Ngonidzashe Tinago, Silas Formunyuy Verkijika, Kelibone Eva Mamabolo
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Artificial intelligence (AI)
convolutional neural network (CNN)
deep learning
diffusion model
error level analysis (ELA)
generative adversarial network (GAN)
Online Access:https://ieeexplore.ieee.org/document/11119538/
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https://ieeexplore.ieee.org/document/11119538/

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