List your company
ResearchFormerly WizWand

Backdoor Detection on Tiny ImageNet (test)

0.996AUROCPSBD
0.453120.594060.7350.87594Jun 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PSBDAttack=Label-Consistent2024.060.996
PSBDAttack=Badnet2024.060.993
PSBDAttack=WaNet2024.060.985
PSBDAttack=Adaptive-Blend2024.060.969
PSBDAttack=Average2024.060.967
PSBDAttack=TrojanNN2024.060.963
PSBDAttack=Blend2024.060.958
CD-LAttack=Blend2024.060.922
PSBDAttack=ISSBA2024.060.907
CD-LAttack=TrojanNN2024.060.877
CD-LAttack=WaNet2024.060.831
CD-LAttack=ISSBA2024.060.801
CD-LAttack=Average2024.060.737
CD-LAttack=Adaptive-Blend2024.060.705
CD-LAttack=Label-Consistent2024.060.548
CD-LAttack=Badnet2024.060.474