An ensemble of modern computer vision models for deepfake detection

This article explores the potential use of modern computer vision architectures for the task of deepfake detection. The following architectures are considered: EfficientNet, Vision Transformer (ViT), VisionLSTM (ViL), Vision KAN, and Mamba Vision. The novelty of the approach lies in the application...

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Bibliographic Details
Main Author: Aleksandr S. Pikul
Format: Article
Language:English
Published: Joint Stock Company "Experimental Scientific and Production Association SPELS 2024-11-01
Series:Безопасность информационных технологий
Subjects:
Online Access:https://bit.spels.ru/index.php/bit/article/view/1720