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Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

2,054 290 Updated May 30, 2024

HyperEnclave is an open and cross-platform trusted execution environment.

Rust 70 10 Updated Jan 21, 2025

Google's differential privacy libraries.

Go 3,280 409 Updated Jan 16, 2026

An open-source framework for verifiably private AI inference

Go 905 29 Updated Jan 8, 2026

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Python 27,795 2,530 Updated Sep 30, 2025

airlock is a cryptographic handshake protocol for verifying AI model identity at runtime. It enables real-time attestation of model provenance, environment integrity, and agent authenticity - witho…

1 Updated Nov 28, 2025

Constellation is the first Confidential Kubernetes. Constellation shields entire Kubernetes clusters from the (cloud) infrastructure using confidential computing.

Go 1,102 63 Updated Jan 5, 2026

The Nexus zkVM: The zero-knowledge virtual machine

Rust 2,587 541 Updated Jan 6, 2026

gnark is a fast zk-SNARK library that offers a high-level API to design circuits. The library is open source and developed under the Apache 2.0 license

Go 1,670 503 Updated Jan 16, 2026

Meaningful control of data in distributed systems.

Rust 1,444 128 Updated Jan 17, 2026

Nix, crates and tools for TEE handling

Rust 19 14 Updated Jan 16, 2026

This is a quick introduction to getting started with the zkSnark Groth16 algorithm.

22 1 Updated Sep 6, 2024

attestation.app remote attestation server. Server code for use with the Auditor app: https://github.com/GrapheneOS/Auditor. It provides two services: submission of attestation data samples and a re…

Java 148 49 Updated Jan 15, 2026
Rust 365 41 Updated May 17, 2024

The Halo2 zero-knowledge proving system

Rust 881 577 Updated Dec 15, 2025

awesome-zkml repository

1,032 207 Updated Sep 23, 2025

Implementation of the Google Zero-Knowledge library for Identity Protocols.

C++ 1,019 88 Updated Jan 14, 2026

A blazingly fast JSON serializing & deserializing library

Go 9,029 426 Updated Dec 18, 2025

Native go library for interacting with TPM 2.0 devices

Go 35 10 Updated May 24, 2025

The TPM Software Stack from Microsoft Research

C 477 169 Updated Jul 19, 2025

A java library to mess around with TPM2.0 functions.

Java 3 Updated Sep 25, 2017

Common MPC Pitfalls

12 1 Updated Oct 27, 2025

Auto-generated Google APIs for Go.

Go 4,379 1,175 Updated Jan 18, 2026

GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.

Cuda 41 8 Updated Sep 24, 2025

Accelerating Oblivious Transfer on GPUs for Privacy-preserving Computation

C++ 4 2 Updated Apr 13, 2025

Protected vTPM backend using TEE approach

C 8 4 Updated Oct 28, 2024

go-tdx-guest offers a library to wrap the /dev/tdx-guest device in Linux, as well as a library for attestation verification of fundamental components of an attestation quote.

Go 83 31 Updated Jan 4, 2026

A curated list of cryptography papers, articles, tutorials and howtos.

1,985 146 Updated Oct 17, 2024
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