HNDL risk scan

google/gemma-2-9b-it

Scanned 2026-05-11 19:50:25 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
17.2 GB
Files
14
Downloads
439K
Type
text-generation

Risk factor breakdown

Total: 85/100
Baseline
All AI artifacts have baseline HNDL exposure
+40
Size
17.2GB — large model with significant training cost
+20
Adversary interest
439K downloads — popular model
+10
Artifact type
text-generation — 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