HNDL risk scan

black-forest-labs/FLUX.1-schnell

Scanned 2026-05-23 21:50:40 UTC · viewed 15 times · cached

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
616K
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
616K 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

Embed the badge in your README

Show the world you audited your artifact for quantum risk. Readers click through to this page.

HNDL: CRITICAL Live preview of your badge 
![HNDL: CRITICAL](https://quantamrkt.com/badge/hndl/black-forest-labs/FLUX.1-schnell.svg)
<a href="https://quantamrkt.com/scan/hf/black-forest-labs/FLUX.1-schnell"><img src="https://quantamrkt.com/badge/hndl/black-forest-labs/FLUX.1-schnell.svg" alt="HNDL: CRITICAL" /></a>
View on
HuggingFace →
Scan another
New HNDL scan →
Register this
Get PQC-verified →
Scan uses deterministic heuristics over HuggingFace metadata · How HNDL is calculated