pytorch / csprng
Cryptographically secure pseudorandom number generators for PyTorch
☆110Updated last month
Alternatives and similar repositories for csprng:
Users that are interested in csprng are comparing it to the libraries listed below
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆172Updated 2 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 4 years ago
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆222Updated 2 years ago
- Code for fast dpsgd implementations in JAX/TF☆58Updated 2 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆255Updated last month
- FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making u…☆148Updated last month
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 3 years ago
- Federated Learning Utilities and Tools for Experimentation☆186Updated last year
- FBPCP (Facebook Private Computation Platform) is a secure, privacy safe and scalable architecture to deploy MPC (Multi Party Computation)…☆100Updated 7 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- Algorithms for Privacy-Preserving Machine Learning in JAX☆91Updated 7 months ago
- CaPC is a method that enables collaborating parties to improve their own local heterogeneous machine learning models in a setting where b…☆26Updated 2 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 4 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 5 months ago
- Compiler for the SEAL homomorphic encryption library☆232Updated 6 months ago
- A library for running Functional Encryption on tensors☆42Updated 4 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- A SMPC companion library for Syft☆101Updated last month
- PriMIA: Privacy-preserving Medical Image Analysis☆129Updated last year
- Lint for privacy☆26Updated 2 years ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆274Updated this week
- Cerebro: A platform for Secure Coopetitive Learning☆20Updated 3 years ago
- SHEEP is a Homomorphic Encryption Evaluation Platform☆50Updated last year
- ☆66Updated last month
- Privacy-preserving XGBoost Inference☆48Updated last year
- A Cryptographic Inference Service for Neural Networks☆126Updated 5 months ago
- A collection of algorithms that can do join between two parties while preserving the privacy of keys on which the join happens☆206Updated 3 months ago