satssehgal / Homomorphic-Encryption

Related projects ⓘ

Alternatives and complementary repositories for Homomorphic-Encryption

• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 3 years ago
• 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.
  ☆36Updated 2 years ago
• Shubha23 / Laplace-and-Exponential-mechanisms-for-privacy
  Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.
  ☆27Updated 4 years ago
• MarwanNour / SEAL-FYP-Logistic-Regression
  My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.
  ☆30Updated 3 years ago
• SSGAalto / minionn
  Privacy -preserving Neural Networks
  ☆75Updated 5 years ago
• nusdbsystem / pivot
  Privacy preserving vertical federated learning for tree-based models
  ☆24Updated 3 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆232Updated 4 months 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
• youben11 / encrypted-evaluation
  Client/Server framework for encrypted machine learning using homomorphic encryption
  ☆41Updated 3 years ago
• openfheorg / openfhe-logreg-training-examples
  OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent
  ☆22Updated last year
• pmuens / pyfv12
  Python implementation of "Somewhat Practical Fully Homomorphic Encryption"
  ☆20Updated 4 years ago
• FebriantiW / Homomorphic-Encryption-and-Federated-Learning-based-Privacy-Preserving-CNN-Training-
  Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…
  ☆18Updated 2 years ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆12Updated last year
• human-analysis / secure-face-matching
  ☆33Updated last year
• chronarchitect / Homomorphic-Image-Encryption
  Secure outsourcing of image editing to untrusted cloud environments by implementing Paillier's Homomorphic Cryptosystem and extending it …
  ☆41Updated 4 years ago
• armandofln / CryptoNets-with-Python
  CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.
  ☆21Updated 5 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
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆104Updated 2 years ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆32Updated 3 years ago
• wanfen018 / Attribute-Based-Searchable-Encryption
  ☆23Updated 5 years ago
• bit-ml / Private-Set-Intersection
  ☆54Updated 2 years ago
• K-miran / HELR
  Secure Logistic Regression based on Homomorphic Encryption
  ☆43Updated 5 years ago
• dhuynh95 / homomorphic_encryption_intro
  Notebooks for the HE introduction
  ☆9Updated 4 years ago
• tf-encrypted / tf-seal
  Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library
  ☆95Updated 4 years ago
• athenarc / smpc-analytics
  📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…
  ☆20Updated 11 months ago
• Jyun-Neng / PyFHE
  An implementation of BGV-FHE scheme
  ☆25Updated 6 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