Results

Dataset	Source	Surrogate	Attack Policy	Attack Type	Test Acc	Delta Acc
CIFAR 10	ResNet18	LeNet5	Batch Reordering	Low - High	74%	-16.3%
CIFAR 10	ResNet18	LeNet5	Batch Reordering	High - Low	78%	-12.3%
CIFAR 10	ResNet18	LeNet5	Batch Reordering	Oscillation Inward	77%	-13.3%
CIFAR 10	ResNet18	LeNet5	Batch Reordering	Oscillation outward	82%	-8.3%
CIFAR 10	ResNet18	LeNet5	Batch Reshuffling	Low - High	37.2%	-62.1%
CIFAR 10	ResNet18	LeNet5	Batch Reshuffling	High - Low	31.5%	-58.8%
CIFAR 10	ResNet18	LeNet5	Batch Reshuffling	Oscillation Inward	28.2%	-62.1%
CIFAR10	ResNet18	LeNet5	Batch Reshuffling	Oscillation outward	30.3%	-60.0%

Dataset	Source	Surrogate	Attack Policy	Attack Type	Test Acc	Delta Acc
CIFAR 100	ResNet50	MobileNet	Batch Reordering	Low - High	71%	-3%
CIFAR 100	ResNet50	MobileNet	Batch Reordering	High - Low	65%	-9%
CIFAR 100	ResNet50	MobileNet	Batch Reordering	Oscillation Inward	70%	-4%
CIFAR 100	ResNet50	MobileNet	Batch Reordering	Oscillation outward	70%	-4.0%
CIFAR 100	ResNet50	MobileNet	Batch Reshuffling	Low - High	5%	-69%
CIFAR 100	ResNet50	MobileNet	Batch Reshuffling	High - Low	8%	-66%
CIFAR 100	ResNet50	MobileNet	Batch Reshuffling	Oscillation Inward	32%	-43%
CIFAR100	ResNet50	MobileNet	Batch Reshuffling	Oscillation outward	9%	-65%

Dataset	Source	Surrogate	Attack Policy	Attack Type	Test Acc
SVHN	VIT-b-16	LeNet5	Baseline- N/A	-Baseline N/A	82.76%

Dataset	Source	Surrogate	Attack Policy	Attack Type	Test Acc
SVHN	VIT-b-16	LeNet5	Batch Reordering	Low - High	76.1%
SVHN	VIT-b-16	LeNet5	Batch Reordering	High - Low	78.45%
SVHN	VIT-b-16	LeNet5	Batch Reordering	Oscillations Inward	54.8
SVHN	VIT-b-16	LeNet5	Batch Reordering	Oscillations Outward	54.6

Ref: https://gist.github.com/nikogamulin/7774e0e3988305a78fd73e1c4364aded Ref : https://blog.paperspace.com/writing-lenet5-from-scratch-in-python/