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YanjieGao avatar YanjieGao commented on May 22, 2024

NVIDIA H100已经在硬件层加入隐私计算功能说明越来越重要,可否适当补充这块相关内容,在软硬件层。

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peichenxie avatar peichenxie commented on May 22, 2024

是不是可以将现在的12.1和12.2合并成一节,叫12.1深度学习内在的安全问题;然后把和defence、系统相关的内容单独组成一节,叫12.2隐私保护深度学习系统?

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YanjieGao avatar YanjieGao commented on May 22, 2024

章节可以调的。只保留两节,会不会单小节内容过多?也可以考虑拆的操作?保持章节内容量相对均匀些,例如 系统的有两小节,前面的有两小节?。

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YanjieGao avatar YanjieGao commented on May 22, 2024

目前7章已经拆成6,7小节了。感觉拆是不是更方便些?甚至可以有小节叫隐私硬件

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peichenxie avatar peichenxie commented on May 22, 2024

章节可以调的。只保留两节,会不会单小节内容过多?也可以考虑拆的操作?保持章节内容量相对均匀些,例如 系统的有两小节,前面的有两小节?。

应该不会,基本上只是把现有内容重新组织一下

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YanjieGao avatar YanjieGao commented on May 22, 2024

好的,调整吧

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zhxianlucky avatar zhxianlucky commented on May 22, 2024

关于章节调整以及加nvdia硬件的内容我都没有问题哈,peichen你可以直接在内容上做修改,改完了我们再看哪些内容需要扩充。
关于加ppt里的两张图,我在12.1.2里放过一个很类似的图,我可以想想怎么和yanjie你表达的这个意思合并一下。

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YanjieGao avatar YanjieGao commented on May 22, 2024

好的Xian,可以在12.1.2的图中框出对应的问题序号或者问题哈。这样方便读者对应上是哪个位置出问题哈。

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YanjieGao avatar YanjieGao commented on May 22, 2024

当前章节内容很多部分感觉还可以展开多说说哈,安全领域非常重要。感觉可以多说些哈。

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YanjieGao avatar YanjieGao commented on May 22, 2024

Dear Xian and Peichen, 除了研究工作,如果当前有主流开源系统或者开源框架和硬件中支持的安全特性,也请加入与总结,方便读者参考使用。

参考
https://github.com/microsoft/AI-System/blob/main/Textbook/%E7%AC%AC8%E7%AB%A0-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%8E%A8%E7%90%86%E7%B3%BB%E7%BB%9F/8.4-%E9%83%A8%E7%BD%B2.md#847-%E4%BB%A3%E8%A1%A8%E6%80%A7%E6%8E%A8%E7%90%86%E7%B3%BB%E7%BB%9F

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