V. Manjula

DeepTrace: Explainable Deepfake Video Detection using BiLSTM and Dual Attention Mechanisms

The rapid growth of deepfake videos has become a significant threat to the believability of visual media, enabling misinformation, manipulation, and damage on a large scale. Even though recent detectors using deep learning methods exhibit high accuracy in identifying deepfake videos, these detectors are often black box...