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ResearchFormerly WizWand

Safety Defense Evaluation on Math

0ASRPatcher
-3.9222.544975.46Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PatcherAttack=BadNets, Backbone Model=MAmmoTH22026.06032
PatcherAttack=POLISHED, Backbone Model=MAmmoTH22026.06031
PatcherAttack=Sleeper, Backbone Model=MAmmoTH22026.06025
PatcherAttack=UJB, Backbone Model=MAmmoTH22026.06134
PatcherAttack=CBA, Backbone Model=MAmmoTH22026.06131
MudjackingAttack=CBA, Backbone Model=MAmmoTH22026.062927
SPPAttack=BadNets, Backbone Model=MAmmoTH22026.067329
SPPAttack=UJB, Backbone Model=MAmmoTH22026.068231
BAERASERAttack=UJB, Backbone Model=MAmmoTH22026.068332
BAERASERAttack=BadNets, Backbone Model=MAmmoTH22026.068327
OneShotAttack=BadNets, Backbone Model=MAmmoTH22026.068528
FTAttack=CBA, Backbone Model=MAmmoTH22026.068526
FTℓ∞Attack=CBA, Backbone Model=MAmmoTH22026.068527
MENDAttack=BadNets, Backbone Model=MAmmoTH22026.068628
FTℓ2Attack=CBA, Backbone Model=MAmmoTH22026.068627
FTℓ∞Attack=BadNets, Backbone Model=MAmmoTH22026.068728
MudjackingAttack=BadNets, Backbone Model=MAmmoTH22026.068730
FinePruningAttack=CBA, Backbone Model=MAmmoTH22026.068730
BAERASERAttack=CBA, Backbone Model=MAmmoTH22026.068730
UnpatchedAttack=BadNets, Backbone Model=MAmmoTH22026.068832
FTAttack=BadNets, Backbone Model=MAmmoTH22026.068828
FTℓ2Attack=BadNets, Backbone Model=MAmmoTH22026.068829
FinePruningAttack=BadNets, Backbone Model=MAmmoTH22026.068831
ROMEAttack=BadNets, Backbone Model=MAmmoTH22026.068829
ROMEAttack=CBA, Backbone Model=MAmmoTH22026.068829
FTAttack=UJB, Backbone Model=MAmmoTH22026.068925
OneShotAttack=UJB, Backbone Model=MAmmoTH22026.068933
SPPAttack=CBA, Backbone Model=MAmmoTH22026.068930
OneShotAttack=CBA, Backbone Model=MAmmoTH22026.068930
MENDAttack=CBA, Backbone Model=MAmmoTH22026.068929
FinePruningAttack=UJB, Backbone Model=MAmmoTH22026.069033
UnpatchedAttack=CBA, Backbone Model=MAmmoTH22026.069032
MudjackingAttack=Sleeper, Backbone Model=MAmmoTH22026.069022
SPPAttack=Sleeper, Backbone Model=MAmmoTH22026.069026
OneShotAttack=Sleeper, Backbone Model=MAmmoTH22026.069025
MudjackingAttack=UJB, Backbone Model=MAmmoTH22026.069230
FTℓ∞Attack=POLISHED, Backbone Model=MAmmoTH22026.069216
UnpatchedAttack=UJB, Backbone Model=MAmmoTH22026.069335
FTℓ2Attack=UJB, Backbone Model=MAmmoTH22026.069334
FTℓ∞Attack=UJB, Backbone Model=MAmmoTH22026.069327
MENDAttack=UJB, Backbone Model=MAmmoTH22026.069335
ROMEAttack=UJB, Backbone Model=MAmmoTH22026.069335
FTAttack=Sleeper, Backbone Model=MAmmoTH22026.069421
FTAttack=POLISHED, Backbone Model=MAmmoTH22026.069524
BAERASERAttack=POLISHED, Backbone Model=MAmmoTH22026.069529
OneShotAttack=POLISHED, Backbone Model=MAmmoTH22026.069530
UnpatchedAttack=POLISHED, Backbone Model=MAmmoTH22026.069632
FTℓ2Attack=POLISHED, Backbone Model=MAmmoTH22026.069632
FinePruningAttack=POLISHED, Backbone Model=MAmmoTH22026.069630
MudjackingAttack=POLISHED, Backbone Model=MAmmoTH22026.069630
SPPAttack=POLISHED, Backbone Model=MAmmoTH22026.069632
MENDAttack=POLISHED, Backbone Model=MAmmoTH22026.069632
ROMEAttack=POLISHED, Backbone Model=MAmmoTH22026.069632
FinePruningAttack=Sleeper, Backbone Model=MAmmoTH22026.069725
UnpatchedAttack=Sleeper, Backbone Model=MAmmoTH22026.069826
FTℓ2Attack=Sleeper, Backbone Model=MAmmoTH22026.069822
FTℓ∞Attack=Sleeper, Backbone Model=MAmmoTH22026.06989
BAERASERAttack=Sleeper, Backbone Model=MAmmoTH22026.069822
MENDAttack=Sleeper, Backbone Model=MAmmoTH22026.069826
ROMEAttack=Sleeper, Backbone Model=MAmmoTH22026.069826