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Model-Transfer-Adaptability
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Cycle Analytics
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haoyifan
Model-Transfer-Adaptability
Commits
85f1d4cd
Commit
85f1d4cd
authored
May 24, 2023
by
Zhihong Ma
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fix: readme format
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440fa1d7
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mzh/new_mzh/Naive_MIA/readme.md
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85f1d4cd
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#### update 2023.5.24
1.
思路
1
\
.
思路
(1)一共需要训练3个模型,分别是Target Model, Shadow Model,Attack Model. 其中Target Model是被攻击的模型。
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(5)最终输出攻击的成功率 (即Attack Model的acc)和一些统计信息
2.
代码文件说明
2
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.
代码文件说明
attack.py:
核心文件,
``get_cmd_arguments()``
负责了读取各种参数配置
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其余程序文件的含义与之前用到的基本相同
3. 结果
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. 结果
- 先后分别在CIFAR10和CIFAR100上尝试了对ResNet18,50,152,MobileNetV2的攻击,在CIFAR100上一般能比CIFAR10上取得更好的结果,原因可能是CIFAR100数据集每类数据图片更少,更难训练,更容易过拟合,因此对MIA更脆弱。
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4.
问题及改进方向
4
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.
问题及改进方向
Q1:大部分情况下攻击效果较差
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