Alternatives and similar repositories for privacy-preserving-xgboost-inference:

Users that are interested in privacy-preserving-xgboost-inference are comparing it to the libraries listed below

• mc2-project / secure-xgboost
  Secure collaborative training and inference for XGBoost.
  ☆105Updated 2 years ago
• tf-encrypted / tf-seal
  Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library
  ☆95Updated 5 years ago
• SSGAalto / minionn
  Privacy -preserving Neural Networks
  ☆78Updated 6 years ago
• OpenMined / SyMPC
  A SMPC companion library for Syft
  ☆103Updated 5 months ago
• capeprivacy / tf-world-tutorial
  TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft
  ☆46Updated last year
• sarus-tech / dp-xgboost
  ☆23Updated last year
• mc2-project / federated-xgboost
  Federated gradient boosted decision tree learning
  ☆68Updated 2 years ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 4 years ago
• snwagh / securenn-public
  Implementation of protocols in SecureNN.
  ☆129Updated 2 years ago
• sommerda / privacybuckets
  A implementation of Privacy Buckets: A numerical tool to calculate privacy loss
  ☆11Updated 2 years ago
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆93Updated 8 months ago
• bargavj / distributedMachineLearning
  This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.
  ☆26Updated 4 years ago
• awslabs / homomorphic-implementors-toolkit
  ☆68Updated 4 months ago
• bit-ml / Private-Set-Intersection
  ☆54Updated 2 years ago
• csiro-mlai / deep-mpc
  ☆36Updated 5 months ago
• mortendahl / awesome-ppml
  A curated list of resources for privacy-preserving machine learning
  ☆150Updated 3 years ago
• LaRiffle / ariann
  Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
  ☆51Updated 3 years ago
• OpenMined / PyFE
  A library for running Functional Encryption on tensors
  ☆44Updated 4 years ago
• opendp / smartnoise-core-python
  Python language bindings for smartnoise-core.
  ☆76Updated 2 years ago
• OpenMined / sycret
  Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)
  ☆56Updated last year
• pps-lab / rofl-project-code
  ☆32Updated last year
• mpc-msri / EzPC
  ☆421Updated 10 months ago
• mc2-project / delphi
  A Cryptographic Inference Service for Neural Networks
  ☆130Updated 9 months ago
• schoppmp / linreg-mpc
  A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.
  ☆32Updated 6 years ago
• nogrady / PPML
  Privacy Preserving Machine Learning (Manning Early Access Program)
  ☆32Updated 2 years ago
• intel / he-transformer
  nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph
  ☆173Updated 2 years ago
• ektelo / ektelo
  ☆38Updated 2 years ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆34Updated 3 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆94Updated 4 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆245Updated 2 months ago