HNDL risk scan

black-forest-labs/FLUX.1-schnell

Scanned 2026-05-11 19:53:11 UTC · viewed 11 times · fresh scan

85
of 100
CRITICAL HNDL RISK

Shelf life: ~15 years

Immediate PQC migration required. Sign with ML-DSA-87 and publish to a transparency log. Data harvested now will be decryptable once CRQC exists.

Size
53.9 GB
Files
28
Downloads
693K
Type
text-to-image

Risk factor breakdown

Total: 85/100
Baseline
All AI artifacts have baseline HNDL exposure
+40
Size
53.9GB — large model with significant training cost
+20
Adversary interest
693K downloads — popular model
+10
Artifact type
text-to-image — high value in commercial markets
+10
Exposure window
1 years of public availability — harvested long ago
+5

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Scan uses deterministic heuristics over HuggingFace metadata · How HNDL is calculated