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ResearchFormerly WizWand

Input Reconstruction

Benchmarks

TaskDatasetSOTA resultTrendResults

Injection Attack

Input Reconstruction (All)

76.5BERTScore

27

Collision Attack

Input Reconstruction (Mid)

1BERTScore

27

Collision Attack

Input Reconstruction (First split)

1BERTScore

27

Inversion Attack

Input Reconstruction (First split)

100BERTScore

27

Enhanced Collision Attack

Input Reconstruction (Last split)

1BERTScore

18

Collision Attack

Input Reconstruction (last)

89.4BERTScore

18

Enhanced Collision Attack

Input Reconstruction (Mid)

100BERTScore

9

Enhanced Collision Attack

Input Reconstruction (First split)

100BERTScore

9