Deepfakes — Detection + Provenance

Why it matters

Deepfakes fuel fraud. Detection + provenance shape response.

The architecture

Detection: model classifiers on artifacts.

Provenance: sign at capture.

How it works end to end

C2PA: content credentials standard.

Sign at capture: cameras + software.

Verify at consumption: browsers + platforms.

Detection: model artifacts.