Muhammad Tahir Naseem

From curated datasets to social-media reality: In-the-wild, multimodal, and generalizable deepfake detection

Deepfake detection has advanced rapidly alongside progress in generative adversarial networks, diffusion models, neural rendering, and multimodal synthesis. However, strong performance on curated benchmark datasets does not necessarily translate into reliable performance in real-world environments, where manipulated me...