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ResearchFormerly WizWand

Target Model

Benchmarks

TaskDatasetSOTA resultTrendResults

LLM Red-teaming

GFN-defended Target Model

0.33Unsuccessful Attack Rate (UA)

9

Speaker Impersonation Attack

Target Model T5

0ASR Error Rate (tau_E)

5

Speaker Impersonation Attack

Target Model T4

0.01ASR Error (tau_E)

5

Speaker Impersonation Attack

Target Model T3

0.02ASR Error Rate (tau_E)

5

Speaker Impersonation Attack

Target Model T2

0.02ASR τE

5

Speaker Impersonation Attack

Target Model T1

91.65ASR Score (tau_E)

5