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ResearchFormerly WizWand

Adversarial Attack on IMDB (test)

100Success RateNo Detector
0.26426.15752.0577.943Jun 2, 2023Nov 30, 2023May 29, 2024Nov 26, 2024May 26, 2025Nov 23, 2025May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
No DetectorConfiguration=Without detector, Attack=Adaptive (PWWS), Target Model=CNN2023.06100
SEP-AttackVictim=SHIELD, Budget=102026.0597.9
SEP-AttackVictim=HotFlip, Budget=102026.0585.4
BBAVictim=HotFlip, Budget=1002026.0545.2
BBAVictim=SHIELD, Budget=1002026.0537.8
EnsembleVictim=SHIELD, Budget=102026.0530.5
HAWRVictim=HotFlip, Budget=102026.0524.8
HQA-AttackVictim=SHIELD, Budget=1002026.0524.4
HQA-AttackVictim=HotFlip, Budget=1002026.0524.3
HAWRVictim=SHIELD, Budget=102026.0523.9
LeapAttackVictim=HotFlip, Budget=1002026.0523.2
DeepWordBugVictim=HotFlip, Budget=1002026.0522.3
EnsembleVictim=HotFlip, Budget=102026.0521.7
LeapAttackVictim=SHIELD, Budget=1002026.0519
WDRConfiguration=With WDR, Attack=Adaptive (PWWS), Target Model=CNN2023.0616.4
TextBuggerVictim=HotFlip, Budget=1002026.0514.5
TextFoolerVictim=HotFlip, Budget=1002026.057.6
DeepWordBugVictim=SHIELD, Budget=1002026.054.75
TextBuggerVictim=SHIELD, Budget=1002026.054.54
VoteTRANSConfiguration=With VoteTRANS, Attack=Adaptive (PWWS), Target Model=CNN2023.064.3
TextFoolerVictim=SHIELD, Budget=1002026.054.1