Alternatives and similar repositories for SecureML_Ref

Users that are interested in SecureML_Ref are comparing it to the libraries listed below

• chiraag / gazelle_mpc
  ☆67Updated 7 years ago
• ucbrise / piranha
  Piranha: A GPU Platform for Secure Computation
  ☆104Updated 2 years ago
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆110Updated 4 years ago
• K-miran / HEMat
  Homomorphic matrix computation
  ☆43Updated 6 years ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 4 years ago
• mc2-project / delphi
  A Cryptographic Inference Service for Neural Networks
  ☆131Updated last year
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆19Updated 5 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆89Updated 4 years ago
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆95Updated last year
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆37Updated 6 years ago
• snwagh / securenn-public
  Implementation of protocols in SecureNN.
  ☆131Updated 3 years ago
• zhouzhangwalker / HE3DB
  ☆39Updated 2 years ago
• csiro-mlai / deep-mpc
  ☆38Updated last year
• DPPH / chimera-iDash2018
  Team CEA-EPFL-Inpher: code for the iDash 2018 competition
  ☆24Updated 7 years ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆50Updated 3 years ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆49Updated 5 years ago
• privateLLM001 / Private-LLM-Inference
  ☆16Updated 2 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
• K-miran / HELR
  Secure Logistic Regression based on Homomorphic Encryption
  ☆43Updated 6 years ago
• encryptogroup / PDTE
  Private Decision Tree Evaluation protocols
  ☆11Updated 5 years ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆35Updated 4 years ago
• haochenuw / algorithms-in-SEAL
  Some algorithms for computation on encrypted data based on Microsoft SEAL
  ☆27Updated 5 years ago
• osu-crypto / BaRK-OPRF
  Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)
  ☆83Updated 3 years ago
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆20Updated last month
• ibarrond / funshade
  Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.
  ☆13Updated last year
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆101Updated 3 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆263Updated last week
• Ye-D / Meteor
  Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
  ☆11Updated 3 years ago
• lightbulb128 / troy-nova
  GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.
  ☆41Updated 4 months ago
• AntCPLab / OpenBumbleBee
  The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)
  ☆53Updated last year