HNDL risk scan

Qwen/Qwen2.5-7B-Instruct

Scanned 2026-05-11 19:53:12 UTC · viewed 12 times · fresh scan

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

14.2 GB

Files

Downloads

13.2M

Type

text-generation

Risk factor breakdown

Total: 90/100

Baseline

All AI artifacts have baseline HNDL exposure

+40

Size

14.2GB — large model with significant training cost

+20

Adversary interest

13.2M downloads — high-profile target

+15

Artifact type

text-generation — high value in commercial markets

+10

Exposure window

1 years of public availability — harvested long ago

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