Open Access
Research Article·pp. 1–20·Online FirstJul 2026
Attention consistency for robust deepfake detection : An informationtheoretic perspective
Swati Jadhav, Sagar Mohite, Vaishali Rajput, Rashmi Ashtagi, Anusha Pai, Santushti Betgeri
Published Online: 30 Jul 2026DOI: 10.47974/JIOS-2374
In this paper: The increasing realism of Deepfake media generated by modern models poses significant risks to digital trust and forensics. Although Vision Transformer-based detectors outperform Convolutional Methods...
