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ResearchFormerly WizWand

Authorization

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Oracle-certificate traces

ECA (oracle certs.)

100Benign Rate

7

May 20, 2026

Adversarial verifier red-team n=1900

Gate before hardening

15UAR

2

May 20, 2026

Progent adversarial

Progent adversarial

23.33UAR

1

May 20, 2026

Progent standard unsafe

Progent standard unsafe

0UAR

1

May 20, 2026

GPT judge traces n=500 5.4

84.85Benign Rate

1

May 20, 2026

Content-derived certificates 500 assets

ECA (500 assets)

100Benign Rate

1

May 20, 2026

Content-derived certificates browser PoC (n=120)

ECA (browser PoC)

85.7Benign Rate

1

May 20, 2026

Content-derived certificates E2E (n=200)

100Benign Rate

1

May 20, 2026