Unmasking Synthetic Pixels: The Definitive Guide to Detecting AI-Generated Images
How modern AI image detector technology identifies synthetic visuals Advances in generative models have produced images that are increasingly photorealistic, but subtle statistical traces remain. Modern AI image detector systems analyze those traces at multiple levels: pixel noise distributions, frequency-domain artifacts, compression irregularities, and learned fingerprints left by training pipelines. Rather than relying on a…