Flower: A Friendly Federated Learning Framework

[CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks

SL -Shoplifting detection Provides real-time alerts for the SMB market retailers, to monitor and report customer behavior when shoplifting incidents occur. 3D Convolutional Neural Network in Keras …

Algorithms to recover input data from their gradient signal through a neural network

Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning mode…

Concrete-ML is a Privacy-Preserving Machine Learning (PPML) open-source set of tools which aims to simplify the use of fully homomorphic encryption (FHE) for data scientists. Particular care was gi…

Homomorphic Random Forest library

This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plain data and evaluated them on encrypted data using encrypted …

FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, differential privacy includes Laplacian mechanism differential p…

Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing techniques, has been started to use for the improvement of …

CaPC is a method that enables collaborating parties to improve their own local heterogeneous machine learning models in a setting where both confidentiality and privacy need to be preserved to prev…

Edith Cowan University Applied Projects 2021

Homoporhic encryption provide you a safe encryption method that allows second party to process your encrypted data. No decryption is required so your data is safe

基于同态加密的联邦学习安全聚合系统

An Industrial Grade Federated Learning Framework

Privacy-Preserving Deep Learning via Additively Homomorphic Encryption

A Simulator for Privacy Preserving Federated Learning

Notebooks for learning AI.

Project Classifying ECG Data — 3Ba UAntwerpen

All Algorithms implemented in Python

Extreme Learning Machine implementation in Python

Pure implementation of ELM (Extreme Learning Machine) in python (just with numpy)

Network intrusion detection algorithms framework

The world's simplest facial recognition api for Python and the command line