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Powering the next era of Confidential AI
Google Cloud揭秘下一代机密AI：AI模型如何在加密状态下运行，兼顾隐私与性能
Article URL: https://cloud.google.com/blog/products/identity-security/powering-the-next-era-of-confidential-ai Comments URL: https://news.ycombinator.…
2
FuseFSS: Efficient Secure LLM Inference with Function Secret Sharing
函数秘密共享新方法破解大模型推理安全与效率难题，ICML 2026录用论文。
arXiv:2606.09551v1 Announce Type: cross Abstract: Two-server secure inference allows a client to query a hosted large language model (LLM) without rev…
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SharedRequest: Privacy-Preserving Model-Agnostic Inference for Large Language Models
大模型隐私推理新方案SharedRequest，模型无关且被ACL 2026收录，兼顾安全与通用性。
arXiv:2606.05004v1 Announce Type: cross Abstract: With the widespread deployment of public large language models (LLMs) such as ChatGPT, protecting us…