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Using the Fisher Information Matrix to evaluate the robustness of a model

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.vscode
.vscode
 
 
lit_scripts
lit_scripts
 
 
models
models
 
 
pytorch_cw2
pytorch_cw2
 
 
results
results
 
 
sam @ b3fc2a9
sam @ b3fc2a9
 
 
.gitignore
.gitignore
 
 
.gitmodules
.gitmodules
 
 
EigensystemComparison.xls
EigensystemComparison.xls
 
 
EigensystemComparison.xlsx
EigensystemComparison.xlsx
 
 
MatMul.xls
MatMul.xls
 
 
README.md
README.md
 
 
TEMP.txt
TEMP.txt
 
 
TODO.txt
TODO.txt
 
 
academy.py
academy.py
 
 
adversarial_attacks.py
adversarial_attacks.py
 
 
bad_unitary_generator.py
bad_unitary_generator.py
 
 
combine_unitary_dataset.py
combine_unitary_dataset.py
 
 
compare_eigensystems.py
compare_eigensystems.py
 
 
data_setup.py
data_setup.py
 
 
ddp_model_trainer.py
ddp_model_trainer.py
 
 
ddp_sweep_model_trainer.py
ddp_sweep_model_trainer.py
 
 
display_results.py
display_results.py
 
 
ex2_ddp.py
ex2_ddp.py
 
 
ex3_ddp.py
ex3_ddp.py
 
 
exp1.py
exp1.py
 
 
exp2.py
exp2.py
 
 
exp3.py
exp3.py
 
 
exp4.py
exp4.py
 
 
generate_adversarial_dataset.py
generate_adversarial_dataset.py
 
 
generate_unitary_adversarial_images.py
generate_unitary_adversarial_images.py
 
 
generate_unitary_dataset.py
generate_unitary_dataset.py
 
 
get_dataset_mean_std.py
get_dataset_mean_std.py
 
 
householder_unitary_generator.py
householder_unitary_generator.py
 
 
join_dir_into_dataset.py
join_dir_into_dataset.py
 
 
kaggle.json
kaggle.json
 
 
large_unitary_generator.py
large_unitary_generator.py
 
 
model_trainer.py
model_trainer.py
 
 
optimal_unitary_generator.py
optimal_unitary_generator.py
 
 
pert_data_setup.py
pert_data_setup.py
 
 
sweep_model_trainer.py
sweep_model_trainer.py
 
 
temp.py
temp.py
 
 
test_robustness.py
test_robustness.py
 
 
transfer_attacks.py
transfer_attacks.py
 
 
unitary_data_setup.py
unitary_data_setup.py
 
 
unitary_generator.py
unitary_generator.py
 
 
unitary_generator_for_first_last_eigenvector_swap.py
unitary_generator_for_first_last_eigenvector_swap.py
 
 
view_UvsNoU.py
view_UvsNoU.py
 
 
view_attack_results.py
view_attack_results.py
 
 
view_attack_results_side_by_side.py
view_attack_results_side_by_side.py
 
 
view_attacks.py
view_attacks.py
 
 
view_fim.py
view_fim.py
 
 
view_mat_mul.py
view_mat_mul.py
 
 
view_ortho_image.py
view_ortho_image.py
 
 
view_ortho_side_by_side.py
view_ortho_side_by_side.py
 
 
view_transfer_attack_results.py
view_transfer_attack_results.py
 
 

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FIM

Using the Fisher Information Matrix to evaluate the robustness of a model

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Using the Fisher Information Matrix to evaluate the robustness of a model

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