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ResearchFormerly WizWand

Defense against adaptive adversarial attacks on JigsawToxicity

73.58AccuracyPre
65.88467.88269.8871.878May 25, 2024
Updated 7mo ago

Evaluation results

MethodLinks
PreDefense Protocol=Relabeling2024.0573.58
PreDefense Protocol=Reweighting2024.0573.58
LiSSADefense Protocol=Relabeling2024.0573.3
Self-LiSSADefense Protocol=Reweighting2024.0571.41
Self-TracInDefense Protocol=Reweighting2024.0571.37
DataInfDefense Protocol=Reweighting2024.0570.82
IPDefense Protocol=Reweighting2024.0570.82
IP EnsembleDefense Protocol=Reweighting2024.0570.67
IP EnsembleDefense Protocol=Relabeling2024.0570.51
IPDefense Protocol=Relabeling2024.0570.43
DataInfDefense Protocol=Relabeling2024.0570.39
LiSSADefense Protocol=Reweighting2024.0570.13
EKFACDefense Protocol=Reweighting2024.0570.05
EKFACDefense Protocol=Relabeling2024.0570.04
Self-LiSSADefense Protocol=Relabeling2024.0569.18
Self-TracInDefense Protocol=Relabeling2024.0568.31
PostDefense Protocol=Relabeling2024.0566.18
PostDefense Protocol=Reweighting2024.0566.18