mindarmour
A tool box for MindSpore users to enhance model security and trustworthiness.
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최종 버전 다운로드 (.zip)- PULL_REQUEST_TEMPLATE.md
- bug-report.md
- RFC.md
- task-tracking.md
- PULL_REQUEST_TEMPLATE.md
- filter_cppcheck.txt
- filter_cpplint.txt
- filter_pylint.txt
- whitelizard.txt
- dependent_packages.yaml
- settings.json
- mindarmour.adv_robustness.attacks.rst
- mindarmour.adv_robustness.defenses.rst
- mindarmour.adv_robustness.detectors.rst
- mindarmour.adv_robustness.evaluations.rst
- mindarmour.fuzz_testing.rst
- mindarmour.natural_robustness.transform.image.rst
- mindarmour.privacy.diff_privacy.rst
- mindarmour.privacy.evaluation.rst
- mindarmour.privacy.sup_privacy.rst
- mindarmour.reliability.rst
- mindarmour.rst
- mindarmour.utils.rst
- mindarmour.adv_robustness.attacks.rst
- mindarmour.adv_robustness.defenses.rst
- mindarmour.adv_robustness.detectors.rst
- mindarmour.adv_robustness.evaluations.rst
- mindarmour.fuzz_testing.rst
- mindarmour.natural_robustness.transform.image.rst
- mindarmour.privacy.diff_privacy.rst
- mindarmour.privacy.evaluation.rst
- mindarmour.privacy.sup_privacy.rst
- mindarmour.reliability.rst
- mindarmour.rst
- mindarmour.utils.rst
- adversarial_robustness_cn.png
- adversarial_robustness_en.png
- differential_privacy_architecture_cn.png
- differential_privacy_architecture_en.png
- fuzzer_architecture_cn.png
- fuzzer_architecture_en.png
- privacy_leakage_cn.png
- privacy_leakage_en.png
- README.md
- roadmap.png
- roadmap_en.png
- __init__.py
- fuzz_testing_and_model_enhense.py
- lenet5_mnist_coverage.py
- lenet5_mnist_fuzzing.py
- lenet5_mnist_scc.py
- README.md
- __init__.py
- data_processing.py
- __init__.py
- cifar10cnn_net.py
- cifar_train.py
- __init__.py
- lenet5_net.py
- lenet5_net_for_fuzzing.py
- mnist_train.py
- __init__.py
- resnet.py
- __init__.py
- util.py
- var_init.py
- __init__.py
- config.py
- crossentropy.py
- linear_warmup.py
- vgg.py
- warmup_cosine_annealing_lr.py
- warmup_step_lr.py
- __init__.py
- __init__.py
- adv.png
- input1.jpg
- target1.jpg
- adversarial_attack.py
- example_non_target_attack.py
- example_target_attack.py
- loss_design.py
- README.md
- test.py
- query_detector.py
- README.md
- .gitkeep
- .gitkeep
- __init__.py
- config.py
- deepspeech2.py
- greedydecoder.py
- attack.py
- dataset.py
- labels.json
- README.md
- requirements.txt
- stft.py
- __init__.py
- __init__.py
- qwen2_5_7b_instruct_ms_network_obfuscate.py
- qwen2_5_7b_instruct_ms_network_obfuscate_emb.py
- qwen2_5_7b_instruct_obfuscate_inference.py
- qwen2_5_7b_instruct_obf_config.yaml
- qwen2_5_7b_instruct_obf_config_emb.yaml
- qwen2_5_7b_instruct_weight_obfuscate.py
- README.md
- __init__.py
- mnist_attack_genetic.py
- mnist_attack_hsja.py
- mnist_attack_nes.py
- mnist_attack_pointwise.py
- mnist_attack_pso.py
- mnist_attack_salt_and_pepper.py
- __init__.py
- anchor_generator.py
- bbox_assign_sample.py
- bbox_assign_sample_stage2.py
- faster_rcnn_r50.py
- fpn_neck.py
- proposal_generator.py
- rcnn.py
- resnet50.py
- roi_align.py
- rpn.py
- config.py
- dataset.py
- lr_schedule.py
- network_define.py
- util.py
- coco_attack_genetic.py
- coco_attack_pgd.py
- coco_attack_pso.py
- README.md
- __init__.py
- config.py
- convert_weight.py
- darknet.py
- distributed_sampler.py
- initializer.py
- logger.py
- loss.py
- lr_scheduler.py
- transforms.py
- util.py
- yolo.py
- yolo_dataset.py
- coco_attack_deepfool.py
- __init__.py
- mnist_attack_cw.py
- mnist_attack_deepfool.py
- mnist_attack_fgsm.py
- mnist_attack_jsma.py
- mnist_attack_lbfgs.py
- mnist_attack_mdi2fgsm.py
- mnist_attack_pgd.py
- mnist_attack_vmifgsm.py
- __init__.py
- __init__.py
- mnist_defense_nad.py
- mnist_evaluation.py
- mnist_similarity_detector.py
- mnist_neuron_sensitivity.py
- __init__.py
- README.md
- perturb_config.py
- serving_client.py
- servable_config.py
- serving_server.py
- README.md
- __init__.py
- natural_robustness_example.py
- __init__.py
- dp_ada_gaussian_config.py
- dp_ada_sgd_graph_config.py
- lenet5_config.py
- lenet5_dp.py
- lenet5_dp_ada_gaussian.py
- lenet5_dp_ada_sgd_graph.py
- lenet5_dp_optimizer.py
- modelinversion.png
- shadownattack.png
- __init__.py
- cifar_black_box.py
- cifar_shadow_attack.py
- inversion_net.py
- mnist_inversion_attack.py
- README.md
- shadow_net.py
- __init__.py
- eval.py
- example_vgg_cifar.py
- train.py
- __init__.py
- sup_privacy.py
- sup_privacy_config.py
- __init__.py
- README.md
- concept_drift_check_images_lenet.py
- concept_drift_check_images_resnet.py
- concept_drift_time_series.py
- model_fault_injection.py
- __init__.py
- README.md
- __init__.py
- black_model.py
- genetic_attack.py
- hop_skip_jump_attack.py
- natural_evolutionary_strategy.py
- pointwise_attack.py
- pso_attack.py
- salt_and_pepper_attack.py
- __init__.py
- attack.py
- carlini_wagner.py
- deep_fool.py
- gradient_method.py
- iterative_gradient_method.py
- jsma.py
- lbfgs.py
- __init__.py
- adversarial_defense.py
- defense.py
- natural_adversarial_defense.py
- projected_adversarial_defense.py
- __init__.py
- similarity_detector.py
- __init__.py
- detector.py
- ensemble_detector.py
- mag_net.py
- region_based_detector.py
- spatial_smoothing.py
- __init__.py
- defense_evaluation.py
- __init__.py
- attack_evaluation.py
- defense_evaluation.py
- neuron_metrics.py
- visual_metrics.py
- __init__.py
- __init__.py
- fuzzing.py
- model_coverage_metrics.py
- scc_readme.md
- sensitivity_convergence_coverage.py
- __init__.py
- obfuscation.py
- __init__.py
- blur.py
- corruption.py
- luminance.py
- natural_perturb.py
- transformation.py
- __init__.py
- __init__.py
- __init__.py
- mechanisms.py
- __init__.py
- monitor.py
- __init__.py
- optimizer.py
- __init__.py
- model.py
- __init__.py
- __init__.py
- _check_config.py
- attacker.py
- inversion_attack.py
- membership_inference.py
- model_inversion_attack.py
- shadow_model_attack.py
- __init__.py
- masker.py
- __init__.py
- conctrl.py
- __init__.py
- model.py
- __init__.py
- __init__.py
- __init__.py
- concept_drift_check_images.py
- concept_drift_check_time_series.py
- README.md
- __init__.py
- fault_injection.py
- fault_type.py
- README.md
- __init__.py
- __init__.py
- _check_param.py
- logger.py
- util.py
- __init__.py
- version.py
- __init__.py
- test_genetic_attack.py
- test_hsja.py
- test_nes.py
- test_pointwise_attack.py
- test_pso_attack.py
- test_salt_and_pepper_attack.py
- __init__.py
- test_batch_generate_attack.py
- test_cw.py
- test_deep_fool.py
- test_gradient_method.py
- test_iterative_gradient_method.py
- test_jsma.py
- test_lbfgs.py
- __init__.py
- test_ad.py
- test_ead.py
- test_nad.py
- test_pad.py
- __init__.py
- test_similarity_detector.py
- __init__.py
- test_ensemble_detector.py
- test_mag_net.py
- test_region_based_detector.py
- test_spatial_smoothing.py
- __init__.py
- test_black_defense_eval.py
- __init__.py
- test_attack_eval.py
- test_defense_eval.py
- test_radar_metric.py
- __init__.py
- checkpoint_lenet-10_1875.ckpt
- concept_test_lenet.npy
- concept_test_lenet1.npy
- concept_test_lenet2.npy
- concept_train_lenet.npy
- test_images.npy
- test_labels.npy
- __init__.py
- test_coverage_metrics.py
- test_fuzzer.py
- test_natural_robustness.py
- __init__.py
- test_mechanisms.py
- test_model_train.py
- test_monitor.py
- test_optimizer.py
- __init__.py
- test_attacker.py
- test_inversion_attack.py
- test_membership_inference.py
- __init__.py
- test_model_train.py
- __init__.py
- test_concept_drift_images.py
- test_concept_drift_time_series.py
- test_fault_injection.py
- __init__.py
- mock_net.py
- test_log_util.py
- __init__.py
- __init__.py
- __init__.py
- .gitignore
- LICENSE
- NOTICE
- OWNERS
- package.sh
- README.md
- README_CN.md
- RELEASE.md
- RELEASE_CN.md
- requirements.txt
- setup.py
// repository documentation
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