How modern document fraud detection works Detecting forged documents today relies on a combination of image analysis, optical character recognition (OCR), metadata inspection, and advanced machine learning. Where humans can miss subtle inconsistencies, AI-powered systems analyze dozens of invisible signals across a PDF or scanned image: pixel-level artifacts from editing, inconsistencies in font metrics, layering…

What AI-Generated Image Detection Is and Why It Matters As generative models become more advanced, the line between authentic photography and synthetic imagery continues to blur. AI-generated image detection refers to the set of methods and systems designed to determine whether an image was produced entirely or partially by artificial intelligence rather than captured through…