The data to be translated: GitHub has recently released a new tool named FACTOR, which utilizes fact-checking technology to detect digital media, providing a novel and effective tool for detecting unprecedented deepfake attacks. Unlike traditional methods, FACTOR does not require prior training and can automatically detect deepfake technology. The project can effectively distinguish between real and fake media, achieving robust detection of zero-day deepfake attacks. Additionally, the tool offers straightforward installation steps and supports citation formats. This tool demonstrates strong potential in dealing with new types of forgery techniques.