Open Access
Research Article·pp. 3063–3072·Vol. 47, Issue 8Aug 2026
A multi-level trusted security framework for high-fidelity GAN video deepfake detection in real-time systems
Sanjay Kumar, Deepak Awasthi, Ravi Krishan Pandey, Arun Kumar Uttam, Shashi Kant Gupta
Published Online: 31 Aug 2026DOI: 10.47974/JIOS-2357
In this paper: High-fidelity GANs enable realistic deepfakes, increasing risks of misinformation and fraud. This paper proposes a multi-level trusted framework combining spatio-temporal forensics, hybrid classificat...
