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差分隐私算法基础

The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation

关于本书

The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation

本书起始于2019年08月,记录了本人从零开始学习 The Algorithmic Foundations of Differential Pivacy 的过程。由于差分隐私目前主要研究领域着重于学术界,对于 Cynthia Dwork 女士的《差分隐私算法基础》目前没有一本完整的中文翻译书籍。通过在学习过程中翻译该书籍有助于本人理解差分隐私概念与算法基础。因此希望将该书翻译成中文,能够帮助大家理解差分隐私概念,少走弯路,并且在此过程中督促本人学习差分隐私。

由于本书英文较为晦涩难懂,翻译过程中难免会添加一些个人理解、语义修正和删减,其中不乏错误之处,欢迎指正讨论。

原书作者

感谢英文原著作者 @Cynthia Dwork 和 @Aaron Roth《The Algorithmic Foundations of Differential Pivacy》。有了 Cynthia Dwork 女士才有了差分隐私的一切。

译者

guoJohnny @guoJohnny

asKylin @asKylin

项目源码

项目源码存放于 Github 上,https://github.com/guoJohnny/algorithmic-foundation-of-dp-zh-cn

因为原译者更新到第五章就停止更新了,我暂时无法联系到原译者,因此fork了该仓库并继续后续翻译工作,欢迎联系我并一同翻译讨论。源码存放于Github上,https://github.com/doubleheiker/algorithmic-foundation-of-dp-zh-cn

欢迎建议指正或直接贡献翻译

https://github.com/guoJohnny/algorithmic-foundation-of-dp-zh-cn/issues

LICENSE

署名-非商业性使用-相同方式共享 4.0 (CC BY-NC-SA 4.0)

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algorithmic-foundation-of-dp-zh-cn's Issues

有一个地方存在拼写错误

介绍部分 最上方的
The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation
或许应该是
The Algorithmic Foundations of Differential Privacy by Cynthia Dwork Chinese Translation
image

老兄很多地方理解得不好

1.1 隐私保护的数据分析
长期的事实并不“好”
ordinary并不能翻译为 长期的 这里明显是“普通的”这个意思
普通的信息在有些情况下,可能产生比较大的隐私影响。

还有一些地方,不一一列举了。

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