factually
Index/Topics/Provenance and Watermarking

Provenance and Watermarking

Method for labeling and tracing AI-generated content

Fact-Checks

2 results
Jan 23, 2026
Most Viewed

What technical methods exist to detect and label AI‑generated NCII and CSAM, and how widely are they deployed?

There are four technical families used today to detect and label : and hash‑matching for known files, that predict abusive content or synthetic origin, schemes to mark or trace generation, and testing...

Jan 22, 2026
Most Viewed

How do law enforcement agencies verify that an image or video was generated or altered by AI?

whether images or videos were or altered through a layered approach: technical forensic analysis (metadata, camera-device fingerprints, and pixel-level artifacts), specialized AI-detection tools and c...