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shu-kun-zhang bdb1259c8d fix testcases, add testcase for cpu 3 years ago
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adv_robustness fix testcases, add testcase for cpu 3 years ago
dataset Merge branch 'master' of gitee.com:mindspore/mindarmour into master 3 years ago
fuzzing reconstruct AI fuzzer and Model Neuron Coverages 3 years ago
privacy fix underflow occurs when calculating SoftmaxCrossEntropy 4 years ago
reliability/concept_drift fix testcases, add testcase for cpu 3 years ago
utils Adjust the structure of tests package. 4 years ago
__init__.py Adjust the structure of tests package. 4 years ago

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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