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Inference-output verification result (Rinberg et al., preprint): exfiltratable information and attacker slowdown on Qwen3-30B-A3B

<0.5% exfiltratable; ≥200× slowdownobserved

Value kindobserved — Reported measurements, counts, and specifications keep the precision and scope stated by their source; an exact specification is not treated as a range.
ScopePreprint result on one 30B open-weight mixture-of-experts model (the paper tests 3B to 30B models); not a deployed product. The paper's 1 TB, 1000 Gb-per-day example mixes bits and bytes and is not used here.
As of2026-03-12
SourceRinberg et al., “Verifying LLM Inference to Detect Model Weight Exfiltration,” arXiv:2511.02620v3, 12 March 2026 (preprint) · Abstract and Contributions: Qwen3-30B-A3B result
Reviewchecking…review by 2027-03-31 · standard cadence
Recorded changeslast 2026-10-16
Claim idinference-output-verification-exfiltrable-information-slowdown

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