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ResearchFormerly WizWand

Digit Classification on MNIST (Computational Overhead)

17,770Additional Arithmetic OperationsProposed Protection
15,377.231,528.647,68063,831.4Jul 29, 2024
Updated 6mo ago

Evaluation results

MethodLinks
Proposed ProtectionModel=LeNet, Number of faults=12024.0717,770
Proposed ProtectionModel=LeNet, Number of faults=52024.0722,280
Proposed ProtectionModel=LeNet, Number of faults=102024.0727,090
Static ProtectionModel=LeNet, Number of faults=12024.0728,940
Proposed ProtectionModel=LeNet, Number of faults=152024.0730,760
Proposed ProtectionModel=LeNet, Number of faults=202024.0734,780
Static ProtectionModel=LeNet, Number of faults=52024.0742,910
Uniform ProtectionModel=LeNet, Number of faults=12024.0747,720
Static ProtectionModel=LeNet, Number of faults=102024.0749,530
Uniform ProtectionModel=LeNet, Number of faults=52024.0754,010
Static ProtectionModel=LeNet, Number of faults=152024.0760,350
Uniform ProtectionModel=LeNet, Number of faults=102024.0761,870
Uniform ProtectionModel=LeNet, Number of faults=152024.0769,730
Static ProtectionModel=LeNet, Number of faults=202024.0770,180
Uniform ProtectionModel=LeNet, Number of faults=202024.0777,590