Deepfake detection is the process of identifying and flagging manipulated media, such as altered videos, images, or audio, to prevent misinformation and protect content authenticity. Deepfakes use artificial intelligence, particularly deep learning and generative adversarial networks (GANs), to create highly realistic but deceptive content. Detecting such media is crucial for preventing fraud, misinformation, and potential harm to individuals and organizations.