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mindarmour/examples/reliability
i-robot cbed4ad6bd !279 Provides mindarmour with model fault injection 3 years ago
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concept_drift_check_images_lenet.py Merge branch 'master' of gitee.com:mindspore/mindarmour into master 3 years ago
concept_drift_check_images_resnet.py Merge branch 'master' of gitee.com:mindspore/mindarmour into master 3 years ago
concept_drift_time_series.py fix concept drift feature 4 years ago
model_fault_injection.py add fault injection package 3 years ago
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MindArmour关注AI的安全和隐私问题。致力于增强模型的安全可信、保护用户的数据隐私。主要包含3个模块：对抗样本鲁棒性模块、Fuzz Testing模块、隐私保护与评估模块。 对抗样本鲁棒性模块 对抗样本鲁棒性模块用于评估模型对于对抗样本的鲁棒性，并提供模型增强方法用于增强模型抗对抗样本攻击的能力，提升模型鲁棒性。对抗样本鲁棒性模块包含了4个子模块：对抗样本的生成、对抗样本的检测、模型防御、攻防评估。

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