hyper-digital world, images play a central role in communication, journalism, entertainment, marketing, and social interaction. Visual content has become one of the most powerful tools for influencing opinions, shaping narratives, and driving engagement. However, the rise of advanced editing tools, deep learning techniques, and generative AI has made it increasingly easy to manipulate images in ways that are virtually undetectable to the human eye. This surge in digital manipulation has created a pressing need for sophisticated Fake Image Detection systemsâtechnologies designed to identify altered, forged, or artificially generated visual content. These systems help organizations, governments, and individuals combat misinformation, protect authenticity, and maintain trust in visual media.
Fake image detection refers to the process of identifying whether an image has been manipulated, generated, or tampered with. Traditional image editing software like Photoshop once dominated the creation of doctored images. Today, artificial intelligence has taken manipulation to a new level, enablingâŠ