K. Reddy

Synthetic Face-Swap Forgeries Detection System: An Ensemble Deep Learning Approach with Explainable AI

The growth of Generative Adversarial Networks (GANs), diffusion models, and encoder-decoder architectures has enabled hyper-realistic facial forgeries (deepfakes/face-swaps), posing risks to digital trust, privacy, and information integrity. Since single-backbone detectors cannot capture the diverse artifact signatures...