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ResearchFormerly WizWand

Image Classification on SVHN (Accuracy and Robustness Score)

85.6CANo Defense (Poisoned)
63.86469.50775.1580.793Nov 25, 2024
Updated 8mo ago

Evaluation results

MethodLinks
No Defense (Poisoned)Attack Type=DRUPE2024.1185.697.41
No Defense (Clean)Attack Type=No Attack2024.1185.3810.34
No Defense (Poisoned)Attack Type=No Attack2024.1184.2217.43
ASSETAttack Type=BadEncoder2024.1181.0956.86
DeDeAttack Type=DRUPE2024.1180.031.85
No Defense (Poisoned)Attack Type=BadEncoder2024.1179.9799.77
DeDeAttack Type=BadEncoder2024.1179.281.53
ASSETAttack Type=DRUPE2024.1179.2653.45
No Defense (Clean)Attack Type=BadEncoder2024.1178.2599.7
No Defense (Clean)Attack Type=DRUPE2024.1177.5696.86
No Defense (Clean)Attack Type=BadCLIP2024.1175.4511.57
No Defense (Poisoned)Attack Type=BadCLIP2024.1175.3198.01
DeDeAttack Type=BadCLIP2024.1175.1230.51
DeDeAttack Type=CLIP Backdoor2024.1173.931.82
No Defense (Poisoned)Attack Type=CTRL2024.1173.988.22
No Defense (Clean)Attack Type=CLIP Backdoor2024.1173.8997.23
ASSETAttack Type=BadCLIP2024.1173.8895.8
No Defense (Poisoned)Attack Type=CLIP Backdoor2024.1173.0398.44
ASSETAttack Type=CLIP Backdoor2024.1170.599.39
No Defense (Clean)Attack Type=CTRL2024.1167.8463.29
ASSETAttack Type=CTRL2024.1166.5248.95
DeDeAttack Type=CTRL2024.1164.74.78