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Benchmarks
Adversarial Attack on MNIST 100 images
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96
Success Rate
ZOSLGHr
65.84
73.67
81.5
89.33
Mar 11, 2022
Success Rate
Avg. Iterations to Success
Avg. L2 Perturbation (succ.)
Avg. Total Loss
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate
Avg. Iterations to Success
Avg. L2 Perturbation (succ.)
Avg. Total Loss
ZOSLGHr
Algorithm category=GH...
2022.03
96
1,537,277
-
-
ZOSLGHa
Algorithm category=GH...
2022.03
96
1,342,242
-
-
ZOGradOpt
Algorithm category=SGD...
2022.03
84
61,664,354
-
-
ZOAdaMM
Algorithm category=SGD...
2022.03
71
2,611,068
-
-
ZOSGD
Algorithm category=SGD...
2022.03
67
11,711,954
-
-
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