FFDL: Feature Fusion-Based Deep Learning Method Utilizing Federated Learning for Forged Face Detection

FFDL: Feature Fusion-Based Deep Learning Method Utilizing Federated Learning for Forged Face Detection

The widespread adoption of advanced technologies may be responsible for the extensive dissemination of forged photographs and videos on the Internet. This could potentially result in the proliferation of fraudulent identities online, raising safety concerns in society. The traditional method for det...

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Bibliographic Details
Main Authors: Vinay Gautam, Gaganpreet Kaur, Meena Malik, Ankush Pawar, Akansha Singh, Krishna Kant Singh, S. S. Askar, Mohamed Abouhawwash
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Fake detection
deep learning
feature fusion
federated learning
privacy-preserving
Online Access:https://ieeexplore.ieee.org/document/10816324/
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