Alternatives and similar repositories for Homomorphic-Image-Encryption

Users that are interested in Homomorphic-Image-Encryption are comparing it to the libraries listed below

• AI-Tech-Research-Lab / PyCrCNN
  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
  ☆83Updated last year
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆49Updated 4 years ago
• pmuens / pyfv12
  Python implementation of "Somewhat Practical Fully Homomorphic Encryption"
  ☆24Updated 5 years ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆35Updated 4 years ago
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆40Updated 3 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…
  ☆23Updated 3 years ago
• minkcoregame / privacy-CNN
  This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).
  ☆12Updated 6 years ago
• SSGAalto / minionn
  Privacy -preserving Neural Networks
  ☆79Updated 7 years ago
• DevilLost / Secure-Face-Recognition-System-based-on-Fully-Homomorphic-Encryption
  基于全同态加密的安全人脸识别系统/Secure Face Recognition System based on Fully Homomorphic Encryption
  ☆145Updated 2 years ago
• lucifer2859 / Paillier-LWE-based-PHE
  Privacy-Preserving Deep Learning via Additively Homomorphic Encryption
  ☆72Updated 5 years ago
• ucbsky / elsa
  Secure Aggregation for Federated Learning with Malicious Actors
  ☆26Updated 3 years ago
• alessandro-nori / crypto_nn
  Proof of concept for CryptoDL made for BigSec course @ EURECOM
  ☆19Updated 6 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.
  ☆24Updated 6 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆261Updated 3 months 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…
  ☆21Updated 2 years ago
• MarzioMonticelli / python-cryptonet
  A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
  ☆31Updated 5 years ago
• youben11 / encrypted-evaluation
  Client/Server framework for encrypted machine learning using homomorphic encryption
  ☆43Updated 4 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆71Updated last year
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆37Updated 6 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆88Updated 4 years ago
• Huelse / SEAL-Python
  Microsoft SEAL 4.X For Python
  ☆345Updated 11 months ago
• nusdbsystem / pivot
  Privacy preserving vertical federated learning for tree-based models
  ☆30Updated 4 years ago
• primihub / Awesome-Privacy-Computing
  ☆127Updated 3 months ago
• snwagh / securenn-public
  Implementation of protocols in SecureNN.
  ☆131Updated 3 years ago
• marcoszh / BatchCrypt
  ☆90Updated 5 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.
  ☆30Updated 5 years ago
• mpc-msri / EzPC
  ☆440Updated last year
• NBsyxx / privacy-preserving-machine-learning-with-hormomophic-encrypted-data
  This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plai…
  ☆13Updated 3 years ago
• khoaguin / HESplitNet
  Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)
  ☆10Updated 2 months ago
• dasec / iris-he-ntru-btp
  Implementation for iris biometric template protection based on NTRU homomorphic encryption.
  ☆11Updated 4 years ago