yamanalab / PP-CNN

Related projects ⓘ

Alternatives and complementary repositories for PP-CNN

• AI-Tech-Research-Lab / PyCrCNN
  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
  ☆73Updated 3 months ago
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆35Updated 2 years ago
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆104Updated 2 years ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆32Updated 3 years ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆18Updated 3 years ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆38Updated 5 years ago
• K-miran / HEAR
  ☆30Updated 2 years ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆12Updated last year
• chiraag / gazelle_mpc
  ☆65Updated 6 years ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆31Updated last year
• csiro-mlai / deep-mpc
  ☆35Updated this week
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆89Updated 3 months ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆78Updated 3 years ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆19Updated 2 months ago
• DPPH / chimera-iDash2018
  Team CEA-EPFL-Inpher: code for the iDash 2018 competition
  ☆21Updated 6 years ago
• SSGAalto / minionn
  Privacy -preserving Neural Networks
  ☆74Updated 5 years ago
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆20Updated 4 years ago
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆67Updated 2 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆232Updated 4 months ago
• narger-ef / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆40Updated 3 months ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆65Updated 7 months ago
• barlettacarmen / CrCNN
  Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1
  ☆13Updated 5 years ago
• MarwanNour / SEAL-FYP-Logistic-Regression
  My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.
  ☆30Updated 3 years ago
• qianlou / HEMET
  ☆11Updated 3 years ago
• ucbrise / piranha
  Piranha: A GPU Platform for Secure Computation
  ☆92Updated last year
• LaRiffle / ariann
  Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
  ☆49Updated 3 years ago
• openfheorg / openfhe-logreg-training-examples
  OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent
  ☆21Updated last year
• K-miran / HELR
  Secure Logistic Regression based on Homomorphic Encryption
  ☆43Updated 5 years ago
• zhouzhangwalker / HE3DB
  ☆31Updated last year
• youben11 / encrypted-evaluation
  Client/Server framework for encrypted machine learning using homomorphic encryption
  ☆41Updated 3 years ago