šĀ Latest updates in the FHE space
Development and awareness in FHE continues to grow this past month from all across the world.
The UN specialized agency for Information and Communications Technology published āThe Case for Standardizing Homomorphic Encryptionā.
Zama released TFHE-rs, a fast, pure Rust implementation of TFHE.
š Donāt miss our Meetup tomorrow
This weekās Meetup features Antoine Joux presenting On the Hardness of the Finite Field Isomorphism Problem on January 24th at 6PM (Paris, FR time). Donāt miss it!
ā”ļøĀ Register for theĀ FHE.orgĀ conference 2023
The 2nd annualĀ FHE.org ConferenceĀ on Fully Homomorphic Encryption is affiliated withĀ Real World Crypto 2023Ā and will be held in Tokyo (Japan) on March 26, 2023 just in time for the arrival of the beautiful Cherry Blossoms and related festivals. Make sure to get your tickets soon as we have limited room for this 2nd edition.
š What you might have missedā¦
Itās easy to miss blogs and updates in the FHE community as they are so much going on right now! Hereās what you might have missed since last digest:
An article entitled āFHE and machine learning: A student perspectiveā covering the application of the Zama Concrete library to several different network models and data-sets.
A working interactive demo called āSentiment Analysis on Encrypted data with Machine Learning, Natural Language Processing and Fully Homomorphic Encryptionā (a Hugging Face space) lets you provide a sentiment for analysis that is analyzed while encrypted through FHE.
Spiral for BTC, a working demonstration of how to āLook up any Bitcoin (BTC) address balance, without revealing the address to anyoneā. Spiralās own Samir Menon also did a talk on FHE.org called āReal-world deployment of FHE-based private information retrievalā in case you missed it.
š Library releases
Latest releases from the top FHE libraries
Concrete (Zama), Concrete ML 0.6.1 and Concrete Numpy 0.9.1, see release notes for full list of updates
HElib (HomeEnc) HElib 2.2.2, see release notes for full list of updates
Lattigo (LDS) Lattigo v4.1.0, see changelog for full list of updates
OpenFHE (OpenFHE) OpenFHE 1.0.2, see release notes for full list of updates
Palisade (Duality) Palisade 1.11.19, see release notes for full list of updates
TFHE-rs (Zama) TFHE-rs 0.1.6, see release notes for full list of updates
SEAL (Microsoft) Seal 4.1.1, see release notes for full list of updates
Missing a library? Write us on Discord: discord.fhe.org
š FHE.org is an open-source community of researchers and developers interested in Fully Homomorphic Encryption (FHE), if youād like to contribute, join the community:
OnĀ Twitter
OnĀ Discord
OnĀ the official website.