tf-encrypted / tf-big
Arbitrary precision integers in TensorFlow
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for tf-big
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Updated last year
- Secure aggregation protocol for TensorFlow Federated☆21Updated 4 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 4 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration☆54Updated last year
- Rust implementation of the BMR16 arithmetic garbling scheme.☆34Updated 4 years ago
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 5 years ago
- Private Information Retrieval protocol☆43Updated 3 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 4 years ago
- Secure distributed dataflow framework for encrypted machine learning and data processing☆59Updated 8 months ago
- Various material around private machine learning, some associated with blog☆148Updated 5 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆76Updated 2 years ago
- Prototype implementation of Prio, a system for the private computation of aggregate statistics.☆60Updated 6 years ago
- ☆24Updated 4 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- A tiny, educational library for secure multi-party computation (in pure Python).☆85Updated last year
- Query compiler for secure multi-party computation.☆98Updated 4 years ago
- Global-Scale Secure Multiparty Computation☆40Updated last year
- A SMPC companion library for Syft☆100Updated last week
- Crypto and networking utils used for ABY and OTExtension☆19Updated 3 years ago
- Privacy -preserving Neural Networks☆75Updated 5 years ago
- A python library providing several polynomial-based Private Set Intersection protocols.☆43Updated 10 years ago
- Library for performing Function Secret Sharing (FSS)☆85Updated 6 years ago
- The reference implementation of SimplePIR and DoublePIR, accompanying the paper "One Server for the Price of Two: Simple and Fast Single-…☆80Updated last year
- Benchmarks for various multi-party computation frameworks☆18Updated 3 weeks ago
- (Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases☆215Updated 5 years ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆137Updated 2 weeks ago
- Implementation of protocols in SecureNN.☆124Updated 2 years ago