software

HEaaN Encrypted LLM Experience

The Encrypted LLM Experience enables developers to build their own encrypted LLM providing the flexibility to implement custom functions such as a tailored softmax, while leveraging homomorphic encryption for secure computations on sensitive data.

HEaaN.Stat SDK

Enabling encrypted statistical analysis, HEaaN.Stat SDK facilitates collaborative statistics by allowing operations like addition, subtraction, and statistical evaluations directly on encrypted data. The SDK provides robust tools for privacy-preserving data analytics, empowering secure collaboration in industries with stringent data protection requirements.

HEaaN Private AI Homomorphic Encryption Library

Fully Homomorphic Encryption Library with CKKS scheme (Documentation). This is not updated anymore. Please refer to CODE.HEAAN for up-to-date binaries including GPU implementation.