awesome-zama
github.com/zama-ai/awesome-zama ↗A curated list of amazing Fully Homomorphic Encryption (FHE) resources created by the team at Zama.
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Libraries and solutionsWhite papersConcrete ML DemosTutorialsResearch papers and publicationsTalks, posters, and presentations
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Installation instructions →What's inside
Tutorials
- 360 privacy for machine learning with FHEEngineering articles
December 2022
- A homomorphic FPGA implementation of the Intel 4004 — Part 1Engineering articles
November 2021
- Announcing Concrete ML v1.0.0Product releases
- Announcing Concrete Numpy v0.8Product releases
- Announcing Concrete Numpy v0.9Product releases
- Announcing Concrete v0.2Product releases
Research papers and publications
- Accelerating TFHE with sorted bootstrapping techniques
December 2025 - ASIACRYPT 2025
- Advances in cryptology – EUROCRYPT 2024 (Part I)
May 2024 - EUROCRYPT 2024
- Anamorphic signatures with dictator and recipient unforgeability for long messages
December 2025 - ASIACRYPT 2025
- A new approach to efficient and secure fixed-point computation
March 2024 - ACNS 2024
- A pairing-free signature scheme from correlation intractable hash function and strong Diffie-Hellman assumption
January 2022 - CT-RSA 2022
- Approximate CRT-based gadget decomposition for fully homomorphic encryption
November 2025 - IWSEC 2025
Talks, posters, and presentations
- Accelerating TFHE with sorted bootstrapping techniquesPeer-reviewed
March 2026 - FHE.org 2026
- Advanced FHE protocols for the blockchainPeer-reviewed
March 2024 - RWC 2024
- Complex elections via threshold (fully) homomorphic encryptionPeer-reviewed
March 2026 - FHE.org 2026
- Concrete estimation of correctness and IND-CPA-D security for FHE via rare eventPeer-reviewed
March 2026 - FHE.org 2026
- Concrete ML: A data-scientist-friendly toolkit for machine learning over encrypted dataPeer-reviewed
May 2022 - FHE.org 2022
- Concrete ML privacy preserving machine learning with Fully Homomorphic EncryptionInvited and self-hosted
May 2024 - Zama Meetup in Zurich (co-located with Eurocrypt 2024)
Libraries and solutions
Concrete ML Demos
White papers
Showing a sample of 303 resources. View the full list on GitHub →