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ResearchFormerly WizWand

HealthCareMagic

Benchmarks

TaskDatasetSOTA resultTrendResults

Membership Inference Attack

HealthcareMagic

94.2AUC

36

External Data Extraction Attack

HealthcareMagic-101

45.3RR

24

Data Extraction Attack

HealthcareMagic-101

100RR

24

Targeted Attack

HealthcareMagic-101

1,284LC

18

Untargeted data extraction attack

HealthcareMagic-101

1,714LC

18

Privacy Leakage and Utility Assessment

HealthCareMagic

750Context Retrieval Score

10

HealthCareMagic (test)

47.24ROUGE-1

5

Medical Dialogue Summarization

HealthcareMagic

100Strict ASR

2