AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML

Related projects ⓘ

Alternatives and complementary repositories for Introduction-to-BFV-HE-ML

• AI-Tech-Research-Lab / PyCrCNN
  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
  ☆73Updated 4 months ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 3 years ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆32Updated 3 years ago
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆70Updated 2 years ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆32Updated last year
• chiraag / gazelle_mpc
  ☆65Updated 6 years ago
• K-miran / HEAR
  ☆30Updated 2 years ago
• narger-ef / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆42Updated 4 months ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆12Updated last year
• DPPH / chimera-iDash2018
  Team CEA-EPFL-Inpher: code for the iDash 2018 competition
  ☆21Updated 6 years ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆38Updated 5 years ago
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆103Updated 2 years ago
• K-miran / HEMat
  Homomorphic matrix computation
  ☆41Updated 5 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆78Updated 3 years ago
• openfheorg / openfhe-logreg-training-examples
  OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent
  ☆22Updated last year
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆18Updated 9 months ago
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆89Updated 3 months ago
• MarwanNour / SEAL-FYP-Logistic-Regression
  My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.
  ☆30Updated 3 years ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆19Updated 2 months ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆18Updated 3 years ago
• snu-ccl / approxCNN
  ☆11Updated 2 years ago
• nusdbsystem / pivot
  Privacy preserving vertical federated learning for tree-based models
  ☆25Updated 3 years ago
• ucbrise / piranha
  Piranha: A GPU Platform for Secure Computation
  ☆92Updated last year
• encryptorion-lab / phantom-fhe
  PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library
  ☆82Updated this week
• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆34Updated last year
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆22Updated 5 months ago
• sarojaerabelli / py-fhe
  A Python library for fully homomorphic encryption
  ☆98Updated 2 years ago
• csiro-mlai / deep-mpc
  ☆35Updated 2 weeks ago
• mc2-project / delphi
  A Cryptographic Inference Service for Neural Networks
  ☆125Updated 4 months ago
• LaRiffle / ariann
  Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
  ☆50Updated 3 years ago