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*`1/8/2025`: **Text generation with foundation model APIs** based on the paper [`Differentially Private Synthetic Data via Foundation Model APIs 2: Text`](https://arxiv.org/abs/2403.01749) has been integrated into the library! If you want to reproduce the results in the [paper](https://arxiv.org/abs/2403.01749), please refer to [our original codebase](https://github.com/AI-secure/aug-pe).
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*`11/21/2024`: The refactored codebase for **image generation with foundation model APIs** based on the paper [`Differentially Private Synthetic Data via Foundation Model APIs 1: Images`](https://arxiv.org/abs/2305.15560) has been released! It is completely refactored to be more modular and easier to use and extend. The code originally published with the [paper](https://arxiv.org/abs/2305.15560) has been moved to the [deprecated](https://github.com/microsoft/DPSDA/tree/deprecated) branch in this repository, which is no longer maintained.
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## Citations
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If you use this library in your research or work, please cite the following papers:
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