capeprivacy / tf-trustedLinks
tf-trusted allows you to run TensorFlow models in secure enclaves
☆87Updated 4 years ago
Alternatives and similar repositories for tf-trusted
Users that are interested in tf-trusted are comparing it to the libraries listed below
Sorting:
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆165Updated 2 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated 2 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆224Updated 2 years ago
- A curated list of resources for privacy-preserving machine learning☆150Updated 3 years ago
- (Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases☆222Updated 6 years ago
- A Platform for Secure Analytics and Machine Learning☆300Updated 2 years ago
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- Query compiler for secure multi-party computation.☆99Updated 4 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆175Updated 2 years ago
- 6.857 project - implementation of scheme for encrypting integer vectors that allows addition, linear transformation, and weighted inner p…☆69Updated 8 years ago
- A collection of algorithms that can do join between two parties while preserving the privacy of keys on which the join happens☆211Updated 8 months ago
- Arbitrary precision integers in TensorFlow☆11Updated 2 years ago
- An encrypted data analytics platform☆182Updated 2 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 11 months ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- The compiler for ObliVM☆65Updated 4 years ago
- Implementation of Brakerski's leveled homomorphic encryption system☆43Updated 8 years ago
- A library for running Functional Encryption on tensors☆43Updated 4 years ago
- A SMPC companion library for Syft☆103Updated 3 weeks ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆58Updated last year
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆229Updated 5 years ago
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- Library for performing Function Secret Sharing (FSS)☆91Updated 6 years ago
- XPIR: Private Information Retrieval for Everyone☆118Updated 3 years ago
- Base container for applications using the official Intel SGX SDK☆34Updated 5 years ago
- Comprehensive Open Source Library for Secure Multiparty Computation☆185Updated last year
- The reference implementation of SimplePIR and DoublePIR, accompanying the paper "One Server for the Price of Two: Simple and Fast Single-…☆90Updated 2 years ago