Explainable Spatio-Temporal Attention Framework for GAN-Based Deepfake Detection
This research develops a novel method that incorporates a robust spatiotemporal learning model that uses an Extreme Inception Network (XceptionNet) architecture to extract spatial features, a Bidirectional Long Short-Term Memory (BiLSTM) network for temporal sequence learning, and a temporal attention mechanism for ada...