mortendahl

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

mlflow

Open source platform for the machine learning lifecycle

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

awful-ai

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

swift

Swift for TensorFlow

awesome-cryptography

A curated list of cryptography resources and links.

Practical-Cryptography-for-Developers-Book

Practical Cryptography for Developers: Hashes, MAC, Key Derivation, DHKE, Symmetric and Asymmetric Ciphers, Public Key Cryptosystems, RSA, Elliptic Curves, ECC, secp256k1, ECDH, ECIES, Digital Signatures, ECDSA, EdDSA

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

mesh

Mesh TensorFlow: Model Parallelism Made Easier

ngraph

nGraph has moved to OpenVINO

awesome-he

✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources

asylo

An open and flexible framework for developing enclave applications

souffle

Soufflé is a variant of Datalog for tool designers crafting analyses in Horn clauses. Soufflé synthesizes a native parallel C++ program from a logic specification.

MP-SPDZ

Versatile framework for multi-party computation

rust-guide

Recommendations for secure applications development with Rust

rust-ffi-omnibus

A collection of examples of using code written in Rust from other languages

private-ai-resources

SOON TO BE DEPRECATED - Private machine learning progress

hello_tf_c_api

Neural Network TensorFlow C API

blockchain-crypto-mpc

Protecting cryptographic signing keys and seed secrets with Multi-Party Computation.

rust-sgx

The Fortanix Rust Enclave Development Platform

custom-op

Guide for building custom op for TensorFlow

he-transformer

nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

obliv-c

slalom

Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware

TinyGarble

TinyGarble: Logic Synthesis and Sequential Descriptions for Yao's Garbled Circuits

zk-paillier

A collection of Paillier cryptosystem zero knowledge proofs

tf-trusted

tf-trusted allows you to run TensorFlow models in secure enclaves

libprio

INACTIVE - A C library implementing a basic version of the Prio system for private aggregation. https://crypto.stanford.edu/prio/

fancy-garbling

Rust implementation of the BMR16 arithmetic garbling scheme.

Paillier.jl

A Julia implementation of the Paillier partially homomorphic encryption system