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Hi. While running your framework, we encountered a problem with the lack of a target model for the plgmi.py attack. On Google disk there are only discriminators and generators, which do not fit the ro…
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In the second paragraph of Federated Learning, I would emphasise that the gradient leakage is one example of a vulnerability. Maybe briefly also mention the others and that there might be still unknow…
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你好,我在尝试运行您的代码的时候发现一些文件是缺失的,导致代码难以运行,例如在/Model-Inversion-Attack-ToolBox-main/examples/standard/attacks/lokt.py文件中代码相关的路径“checkpoints_v2/attacks/lokt/lokt_celeba64_densenet169_celeba64_ir152.pth”不存在下载你们…
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在阅读您A Probabilistic Fluctuation based Membership Inference Attack文章和代码的时候有几点不明确的地方:
1)文中的eq(12)是什么意思,我看您用monte carlo来解释,但是在代码里无论是ddpm_loss还是ddim_loss都没有关于monte carlo的部分;
2)为什么在代码实现了,ddpm_loss直接使用dif…
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- [ ] Assigned Lead Contributor for ML03
- [ ] Update CODEOWNERS with contributor details
Ideally the Lead Contributor for ML03 will also be assigned to the cheatsheet - ref: #151
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论文“Model Inversion Attacks against Graph Neural Networks”,有看到这篇论文提出了黑盒场景下的零阶梯度估计和基于强化学习的图模型反演攻击,想在基于zaixi哥的工作之上,进一步进行研究,希望能共享一下这两个场景下的代码,感谢zaixi哥!
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I have a problem when I change “model'" in configs_gan_free.yml from ResNet18 to MobileNet.
It says:
Traceback (most recent call last):
File "rec_mult.py", line 90, in
model, model_seed =…
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Thank you for your awesome work.
What should the `placeholder_token` be for the i2p experiment?
Currently, it's ```--placeholder_token="" --initializer_token="art"```, but I'm asking if this is c…
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hi mahdibeit ,
1. Your proposed baseline is similar to CCVR[No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data]. Why don't make a comparison with it?
2. Cou…
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Security of AI agents in a broad aspect
CoreLocker and MInference are quite interesting. But how can I think of a topic with three objectives that can cover all of this stuff?
- obj1: explore thre…