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ResearchFormerly WizWand

Attacker detection

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Qwen3-1.7B target τpool=1.509 (test)

OLMo-2-7B + public φ

53.9Tau Multiplier (×τ)

22

Apr 21, 2026

Headline Detection Frontier

cross-family Qwen2.5-7B

283.3Joint-Z Score

7

Apr 21, 2026

Gemma-2-2B target τGemma=1.09 (test)

library-aware φ-only (Gemma)

205.56Joint Z-Score

5

Apr 21, 2026

97Algebra Score

4

May 27, 2026

Gemma-2-9B target L20, width-131k, τ9B=1.09 (test)

Qwen2.5-7B + public φ, scale-matched

283.3Joint-Z Score

3

Apr 21, 2026