openfhe-logreg-training-examples
by openfheorg
OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent
AI summary
Logistic Regression Training Examples
This project provides examples of logistic regression training on encrypted data using FHE with OpenFHE
- stars
- 22
- forks
- 4
- watching
- 1
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Genomic research tools
An implementation of logistic regression and Chi-Square genome-wide association studies protocols using homomorphic encryption for secure large-scale genomic research.
Model inversion attack
This implementation allows an attacker to directly obtain user data from federated learning gradient updates by modifying the shared model architecture.
FL guidance
Investigates transfer learning in federated learning by guiding the last layer with pre-trained models
Gradient-based recovery
Recovery method for Federated Learning datasets using gradients to estimate instance-wise batch label restoration
Optimization library
A PyTorch implementation of L-BFGS optimization algorithm for training neural networks
Neural network optimizer
Trains artificial neural networks using the genetic algorithm
Language model trainer
This project provides code and model for improving language understanding through generative pre-training using a transformer-based architecture.
Personalization software
Improves machine learning models for personalized performance under evolving test distributions in distributed environments
Federated learner
Provides code for a federated learning algorithm to optimize machine learning models in a distributed setting.
Federated Learning Framework
Evaluates various methods for federated learning on different models and tasks.
Federated learner
An implementation of a federated learning algorithm for handling heterogeneous data
Gradient inversion vulnerability fix
An implementation of a method to invert gradients in federated learning to potentially reveal sensitive client data
Federated Learning Framework
This project presents a framework for robust federated learning against backdoor attacks.
Regression tester
A tool for running regression tests on FPGA designs
Federated Learning Detector
Develops and evaluates a framework for detecting attacks on federated learning systems
Featured in 1 awesome list
Each link jumps to the spot where the list mentions openfhe-logreg-training-examples.
