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ResearchFormerly WizWand

Model Poisoning Defense on PDCCH

0.0046MSELOGSAFE
0.0024840.0167670.031050.045333Nov 5, 2024
Updated 7mo ago

Evaluation results

MethodLinks
LOGSAFEAttack Technique=Targeted2024.110.00460.038
LOGSAFEAttack Technique=PGD2024.110.00460.038
LOGSAFEAttack Technique=CnS2024.110.00460.0385
LOGSAFEAttack Technique=MR2024.110.00460.038
FLDetectorAttack Technique=CnS2024.110.00480.046
FLAMEAttack Technique=CnS2024.110.00530.0482
Multi-KrumAttack Technique=CnS2024.110.00580.055
FLAMEAttack Technique=Targeted2024.110.00580.0563
FLAMEAttack Technique=PGD2024.110.00580.0563
FLAMEAttack Technique=MR2024.110.00580.0563
RFAAttack Technique=CnS2024.110.00590.0581
RLRAttack Technique=MR2024.110.00610.0456
ARAGGAttack Technique=CnS2024.110.00650.0491
KrumAttack Technique=Targeted2024.110.00660.0478
KrumAttack Technique=PGD2024.110.00660.0478
KrumAttack Technique=MR2024.110.00660.0472
RLRAttack Technique=CnS2024.110.00690.0466
RFAAttack Technique=Targeted2024.110.00710.0694
RFAAttack Technique=PGD2024.110.00710.0694
RFAAttack Technique=MR2024.110.00720.0695
ARAGGAttack Technique=PGD2024.110.00760.052
FLDetectorAttack Technique=Targeted2024.110.00780.075
FLDetectorAttack Technique=PGD2024.110.00780.075
FLDetectorAttack Technique=MR2024.110.0080.0783
Multi-KrumAttack Technique=Targeted2024.110.01050.091
Multi-KrumAttack Technique=PGD2024.110.01050.091
Multi-KrumAttack Technique=MR2024.110.01050.0909
ARAGGAttack Technique=Targeted2024.110.01060.0669
KrumAttack Technique=CnS2024.110.01070.0854
RLRAttack Technique=Targeted2024.110.01110.0652
RLRAttack Technique=PGD2024.110.01110.0652
ARAGGAttack Technique=MR2024.110.01270.0856
FoolsGoldAttack Technique=CnS2024.110.05210.2155
FoolsGoldAttack Technique=MR2024.110.05680.0564
FoolsGoldAttack Technique=Targeted2024.110.05750.2091
FoolsGoldAttack Technique=PGD2024.110.05750.2091