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@@ -70,7 +70,7 @@ The reason why we developed this toolbox is that the research line of **MI** suf
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|[DPSGD](./src/modelinversion/defense/DP/)|Deep Learning with Differential Privacy|[CCS'2016](https://dl.acm.org/doi/abs/10.1145/2976749.2978318)|add noise on gradient|
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|[ViB / MID](./src/modelinversion/defense/Vib/)|Improving Robustness to Model Inversion Attacks via Mutual Information Regularization|[AAAI'2021](https://ojs.aaai.org/index.php/AAAI/article/view/17387)| variational method, mutual information, special loss function|
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|[BiDO](./src/modelinversion/defense/BiDO/)|Bilateral Dependency Optimization: Defending Against Model-inversion Attacks|[KDD'2022](https://dl.acm.org/doi/abs/10.1145/3534678.3539376)|special loss function|
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|[TL](./src/modelinversion/defense/TL/)|Model Inversion Robustness: Can Transfer Learning Help?|[-](https://openreview.net/forum?id=nW0sCc3LLN&nesting=2&sort=date-desc)|transfer learning|
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|[TL](./src/modelinversion/defense/TL/)|Model Inversion Robustness: Can Transfer Learning Help?|[CVPR'2024](https://openreview.net/forum?id=nW0sCc3LLN&nesting=2&sort=date-desc)|transfer learning|
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|[LS](./src/modelinversion/defense/LS/)|Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks|[ICLR'2024](https://openreview.net/forum?id=1SbkubNdbW)|label smoothing|
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## :wrench: Environments

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