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AI prompt protection
Use ChatGPT-like GenAI models while protecting your data at all times, from all parties. With confidential computing, instead of relying solely on contracts, you have technical assurance that data is always encrypted.
In a data-driven world, LLMs like ChatGPT, Claude, Mistral, and co. hold great promise. However current enterprise solutions like ChatGPT Enterprise or Langdock expose your sensitive data to several parties. They promise to protect your data, but cannot offer technical mechanisms that strictly enforce this.
Therefore, your data, such as your prompts, are at risk of leakage from the model provider and the infrastructure.
Hardware vulnerabilities, like LeftOverLocals, could leak your data to the service and infrastructure provider.
Confidential computing is a technology that data privacy and compliance issues by shielding your data from all involved parties. It enables data encryption even during processing, not just at rest or in transit, by leveraging the latest CPUs from Intel and AMD, and the latest GPUs from NVIDIA.
Additionally, confidential computing enables workload integrity verification through remote attestation, utilizing cryptographic certificates. This combination of runtime memory encryption and remote attestation ensures secure data processing, even on external infrastructure.
Our solutions leverage confidential computing to completely shield your prompts and responses from the model owner, the infrastructure, and the service provider. Continuum AI architecture protects against this threat model.
Continuum is a framework to deploy LLMs, enabling ChatGPT-like services, but with prompts and responses completely encrypted to anyone but the user. With Continuum, the infrastructure and the service provider can never access your sensitive data.
You can test Continuum AI now with the public preview!
1.
Unavailability of GPU hardware
Latest gen GPUs are expensive and slow to procure for most companies.
2.
You lose the benefits of the cloud
On-premise infrastructure is costly, slow to scale and requires lots of resources for IT operations.
3.
Administrators can access your data
With conventional infrastructure, your system administrator has access to your data at runtime through unencrypted memory.
4.
Inferior service experience
Service providers optimize their architecture and inference to deliver more relevant and quicker responses.
Interested in learning more about Confidential AI, enterprise-ready ChatGPT, and how we protect AI prompts? Contact us to talk to our experts.
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