IBM HElayers is software development kit (SDK) for the practical and efficient execution of encrypted workloads using fully homomorphic encrypted data. HElayers is designed to enable application developers and data scientists to seamlessly apply advanced privacy preserving techniques without requiring specialized skills in cryptography.

Use the ibmcom/helayers-pylab Docker image to explore and use HElayers using a Python API.

Use the ibmcom/helayers-pylab-s390x Docker image to explore and use HElayers using a Python API on IBM Z and IBM LinuxONE.

Use the ibmcom/helayers-lab Docker image to explore and use HElayers using C++ API.

Use the ibmcom/helayers-lab-s390x Docker image to explore and use HElayers using C++ API on IBM Z and IBM LinuxONE.

Install the pyhelayers Python package:

pip install pyhelayers

This is currently supported on Linux only (x86 and IBM Z).

Install the pyhelayerslite Python package:

pip install pyhelayerslite

This is currently supported on Windows only.

HElayers is provided under a community edition license for non-commercial use; see license. For commercial deployments and access to the source code, please contact jbuselli@us.ibm.com for the Premium Edition license.