Tian-Hua Tang

Image Deepfake Detection Technologies: A Comprehensive Investigation of Methodologies, Challenges, and Future Trends

The rapid advancement of deep generative models, especially Generative Adversarial Networks (GANs) and Diffusion Models, has escalated the creation of highly realistic synthetic media, posing significant threats to information security through misinformation and fraud. The core of current detection methodologies encomp...