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ResearchFormerly WizWand

PaperGuard

Benchmarks

TaskDatasetSOTA resultTrendResults

Prompt Injection Attack

PaperGuard

80Attack Success Rate (ASR)

8

Prompt Injection Detection

PaperGuard (test)

95Accuracy

5

Adversarial Figure Manipulation Detection

PaperGuard Visual Attacks

93.5Accuracy

3