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ResearchFormerly WizWand

Model Poisoning Defense on FHWA

0.0012MSELOGSAFE
-0.0945120.5515441.19761.843656Nov 5, 2024
Updated 7mo ago

Evaluation results

MethodLinks
LOGSAFEAttack Technique=CnS2024.110.00120.0261
LOGSAFEAttack Technique=Targeted2024.110.00140.0318
LOGSAFEAttack Technique=PGD2024.110.00140.0318
LOGSAFEAttack Technique=MR2024.110.00140.0318
KrumAttack Technique=CnS2024.110.00490.0475
RFAAttack Technique=MR2024.110.01240.0805
RFAAttack Technique=Targeted2024.110.01260.0823
RFAAttack Technique=PGD2024.110.01350.0874
RFAAttack Technique=CnS2024.110.01350.0874
FLDetectorAttack Technique=CnS2024.110.01940.0971
KrumAttack Technique=MR2024.110.02260.0882
FLDetectorAttack Technique=Targeted2024.110.02330.1239
FLDetectorAttack Technique=PGD2024.110.02330.1239
RLRAttack Technique=Targeted2024.110.02540.1154
RLRAttack Technique=PGD2024.110.02540.1154
KrumAttack Technique=Targeted2024.110.02570.1021
KrumAttack Technique=PGD2024.110.02570.1021
RLRAttack Technique=MR2024.110.0260.1214
Multi-KrumAttack Technique=Targeted2024.110.02790.1377
Multi-KrumAttack Technique=PGD2024.110.02790.1377
Multi-KrumAttack Technique=MR2024.110.02870.1396
FLAMEAttack Technique=Targeted2024.110.02970.1221
FLAMEAttack Technique=PGD2024.110.02970.1221
FLAMEAttack Technique=MR2024.110.02970.1221
FLAMEAttack Technique=CnS2024.110.03580.1397
FLDetectorAttack Technique=MR2024.110.03950.1647
FoolsGoldAttack Technique=MR2024.110.10030.2576
FoolsGoldAttack Technique=Targeted2024.110.13330.5459
FoolsGoldAttack Technique=PGD2024.110.13330.296
ARAGGAttack Technique=MR2024.110.22070.4212
ARAGGAttack Technique=Targeted2024.110.22110.4215
ARAGGAttack Technique=PGD2024.110.24330.4366
ARAGGAttack Technique=CnS2024.110.57720.6744
Multi-KrumAttack Technique=CnS2024.111.0010.908
RLRAttack Technique=CnS2024.111.3251.032
FoolsGoldAttack Technique=CnS2024.112.3941.368