A novel approach for detecting deep fake videos using graph neural network

A novel approach for detecting deep fake videos using graph neural network

Abstract Deep fake technology has emerged as a double-edged sword in the digital world. While it holds potential for legitimate uses, it can also be exploited to manipulate video content, causing severe social and security concerns. The research gap lies in the fact that traditional deep fake detect...

Full description

Bibliographic Details
Main Authors: M. M. El-Gayar, Mohamed Abouhawwash, S. S. Askar, Sara Sweidan
Format: Article
Language:English
Published: SpringerOpen 2024-02-01
Series:Journal of Big Data
Subjects:
Graph neural network
Convolutional neural network
Deepfake video detection
Multi-task cascaded convolutional neural network
Mini-GNN
Online Access:https://doi.org/10.1186/s40537-024-00884-y

Internet

https://doi.org/10.1186/s40537-024-00884-y

Similar Items