Fully Homomorphic Encryption
For developers
For researchers
For business
For data scientists
FHE for developers
The core of our FHE work is an open ecosystem with a decade of development. Join our community of contributors for the open source toolkits, HElib, or our dependency libraries (NTL and GMP).
FHE innovations for you
Explore our toolkits to develop applications designed for data privacy on MacOS, iOS, Linux and Z. Learn how to build your own FHE applications on the the worlds most mature FHE cloud run-time.
Learn the basics
Never decrypt your data, even during computation. Fully Homomorphic Encryption makes it possible to preserve privacy whilst querying data. FHE has the potential to transform the way we interact with data.
What is Fully Homomorphic Encryption?
Build your first FHE application using a toolkit
Get started on Linux
Easily compile, build and run Homomorphic Encryption examples on Ubuntu, Fedora or CentOS using VSCode
Get started on MacOS
Easily compile, build and run Homomorphic Encryption examples on MacOS / iOs using Xcode
Featured IBM FHE news
Chance to have your say
IBM invites you to participate in our Advanced Security and Encryption Survey. This survey is designed to gather insights around the security challenges you or your organization face and better understand our users and how to serve you better. We will only use your feedback to improve the FHE Toolkit experience and inform future IBM security-focused products and services. IBM will not share your response data with any third parties. We look forward to your valuable feedback to improve the IBM Fully Homomorphic Encryption Toolkit for macOS, iOS, and Linux.
Take the surveyHomomorphic Encryption Comes to Linux on Z
Taking our commitment to Linux and security a step further to add data in-use security capabilities. We have brought FHE to multiple Linux distributions for IBM Z and x86 architectures.
Read the newsTop Brazilian Bank Pilots Privacy Encryption Quantum Computers Can’t Break
For the past year, Banco Bradesco S.A., one of Brazil’s biggest banking and financial services companies, has been working with IBM Research to apply encryption techniques of the future.
Read the newsIBM Releases Fully Homomorphic Encryption Toolkit for MacOS and iOS
Providing an easy to follow and simple demonstration of a privacy preserving search against an encrypted database on MacOS and iOS.
Read the newsIBM Prepares Clients for Next Generation Encryption Technology
New IBM Security Homomorphic Encryption Services will offer education, expert support, and testing environment to build prototype applications using emerging encryption schemes.
Read the news