Small CNN Identifies Image Generators with Over 98% Accuracy

A paper titled "Scalable Black-Box Model Attribution for Images" shows that every image generator has a unique stable spectral signature, and proposes an RPA method using a lightweight CNN that identifies image sources in a pure black-box setting with over 98% accuracy.

2026-08-20 ~ 2026-08-20 · 2 related posts

• Small CNNs can reliably detect image generator sources via spectral signatures — kwangmoo_yi · 2026-08-20
• Small CNNs achieve >98% accuracy in black-box image generator attribution — kwangmoo_yi · 2026-08-20