Neural Network Ensemble Method for Deepfake Classification Using Golden Frame Selection

Neural Network Ensemble Method for Deepfake Classification Using Golden Frame Selection

Deepfake technology poses significant threats in various domains, including politics, cybersecurity, and social media. This study uses the golden frame selection technique to present a neural network ensemble method for deepfake classification. The proposed approach optimizes computational resources...

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Bibliographic Details
Main Authors: Khrystyna Lipianina-Honcharenko, Nazar Melnyk, Andriy Ivasechko, Mykola Telka, Oleg Illiashenko
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Big Data and Cognitive Computing
Subjects:
deepfake detection
neural network ensemble
golden frame selection
ResNet50
EfficientNetB0
Xception
Online Access:https://www.mdpi.com/2504-2289/9/4/109
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