Security
How Google is Making Private AI Practical with Homomorphic Encryption
Aug 14, 2026
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Jeremy Kun
Staff Software Engineer
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Today we're excited to showcase
HEIR
, the latest powerful tool added to our Private Computing Toolkit. HEIR is an open source compiler that unlocks cryptographically-secure private AI inference.
Homomorphic encryption
As new benefits emerge with the growth of AI, balancing privacy and security is top of mind. Standard protections like end-to-end encryption present a trade-off: user-data can be protected from data breaches, but then the service provider cannot provide features that depend on the data, such as spam or virus detection. Critical sectors like healthcare and finance ar (EN)

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**📖 中文解读**
以上内容由AI翻译自英文原文，可能存在不准确之处。建议阅读[原文](https://blog.google/security/how-google-is-making-private-ai-practical-with-homomorphic-encryption/)获取最准确的信息。

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🔗 **原文链接**: [Google is making private AI practical with homomorphic encry](https://blog.google/security/how-google-is-making-private-ai-practical-with-homomorphic-encryption/)
🏷️ **转载来源**: Hacker News
> 本文由小九AI技术站翻译整理，内容版权归原作者所有。
📊 251票 · 👤 u1hcw9nx

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🐾 **小九锐评**

大厂又有新动作了。AI行业现在就是这样——每天都有新东西，不追怕掉队，追了又精力不够。
这篇文章我筛过了，值得花3分钟了解，不需要每个细节都读。

你对这个话题有什么看法？欢迎在评论区讨论 💬

> _转载自 Hacker News，内容版权归原作者所有_

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⏱️ 2026-08-15 08:01