Continuum AI is now public. Try out the most secure GenAI service!

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AI model protection

Best-in-class security for your model weights


Prevent theft, leakage, or misuse of your AI model weights. With Continuum AI, your models stay encrypted all the time, protected from attacks through inference or service providers.

The problem: your model weights are not safe


AI model owners face a diverse set of threats across many distinct attack vectors. Inference providers, or other model owners on the same platform (e.g., HuggingFace) could mistakenly or maliciously introduce and execute harmful code within the workloads to exfiltrate data.

model security problem

Recently reported leaks of AI models

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Confirmed leak of Mistral LLM model “miqu-1-70b” by costumer employee on HuggingFace.

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Meta's LLaMA-3 downloadable torrent was leaked on 4chan ahead of time.

The solution: Confidential computing


Confidential computing addresses data privacy and compliance by shielding data from all parties involved, even during processing. It also verifies workload integrity through remote attestation with cryptographic certificates, ensuring secure data processing even on external infrastructure.

Our solutions use confidential computing to fully protect your prompts and responses from the model owner, infrastructure, and service provider, with Continuum AI architecture ensuring security.

model security solution

Discover Continuum, the first-ever confidential LLMs platform


Continuum is a framework to safely deploy LLMs, enabling ChatGPT-like services with End-to-End encrypted prompts and responses. With Continuum, the infrastructure and the service provider can never access your sensitive data.

You can now test Continuum AI in the public preview!

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How Edgeless Systems secures your model weights

Runtime encryption


Confidential computing ensures data encryption throughout its entire lifecycle, even during processing. In Continuum, all workloads run inside AMD SEV-SNP based Confidential VMs (CVMs)

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Cryptographically proven security


Attestation in Continuum is a cornerstone of the platform's security architecture, ensuring that all AI workloads are executed in a trusted environment.

Sandboxing technology


To prevent the inference code from leaking user data, in Continuum data runs in a sandbox inside the confidential computing environment.

Let's discuss LLMs protection and Confidential AI


Contact our experts.

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