Alternatives and similar repositories for private-decision-tree-evaluation

Users that are interested in private-decision-tree-evaluation are comparing it to the libraries listed below

• DPPH / chimera-iDash2018
  Team CEA-EPFL-Inpher: code for the iDash 2018 competition
  ☆22Updated 7 years ago
• AntCPLab / OpenBumbleBee
  The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)
  ☆48Updated 8 months ago
• chiraag / gazelle_mpc
  ☆67Updated 7 years ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆30Updated last year
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆108Updated 3 years ago
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆95Updated 3 years ago
• K-miran / HEAR
  ☆33Updated 3 years ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆42Updated 2 years ago
• K-miran / HEMat
  Homomorphic matrix computation
  ☆43Updated 6 years ago
• snu-ccl / approxCNN
  ☆15Updated 3 years ago
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆20Updated this week
• zhouzhangwalker / HE3DB
  ☆37Updated 2 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆87Updated 4 years ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 4 years ago
• haochenuw / algorithms-in-SEAL
  Some algorithms for computation on encrypted data based on Microsoft SEAL
  ☆28Updated 5 years ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 3 years ago
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆95Updated last year
• csiro-mlai / deep-mpc
  ☆37Updated 11 months ago
• Ye-D / CryptoFL
  Cryptographically Secure Aggregation for Federated Learning
  ☆11Updated 2 years ago
• lorenzorovida / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆63Updated 7 months ago
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆19Updated 5 years ago
• DohyeongKi / better-homomorphic-sine-evaluation
  ☆12Updated 3 years ago
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆39Updated 3 years ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆34Updated 3 years ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆37Updated 6 years ago
• AI-Tech-Research-Lab / PyCrCNN
  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
  ☆81Updated last year
• kimandrik / IDASH2017
  ☆27Updated 6 years ago
• AntCPLab / malicious_3pc_binary
  The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)
  ☆21Updated 2 years ago
• eniac / flamingo
  A secure aggregation system for private federated learning
  ☆42Updated last year
• KyoohyungHan / FullRNS-HEAAN
  This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"
  ☆59Updated 6 years ago