fanqihang Goto Github PK
Name: PerryLiu
Type: User
Company: Beijing Jiaotong University
Twitter: Pengrui_Liu
Location: Beijing
Name: PerryLiu
Type: User
Company: Beijing Jiaotong University
Twitter: Pengrui_Liu
Location: Beijing
Byzantine-resilient distributed SGD with TensorFlow.
AI-Lancet, backdoor removal
Federated Learning Library: https://fedml.ai
" Weight Uncertainty in Neural Networks"
Supporing code for the paper "Bayesian Model Selection, the Marginal Likelihood, and Generalization".
Code for paper "Label Noise Types and Their Effects on Learning"
An implementation of Deep Forest 2021.2.1.
[NeurIPS 2019] Deep Leakage From Gradients
This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
A collection of Google research projects related to Federated Learning and Federated Analytics.
Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
FedNLP: A Research Platform for Federated Learning in Natural Language Processing
Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)
Algorithms to recover input data from their gradient signal through a neural network
Collection of almost 40.000 javascript malware samples
Code for the paper: Breaching Membership Privacy with Labels-Only
Simulate a federated setting and run differentially private federated learning.
Python package to create adversarial agents for membership inference attacks againts machine learning models
A library for running membership inference attacks against ML models
Membership Inference Attacks and Defenses in Neural Network Pruning
Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"
Sample code and build environments for MPC frameworks
复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland
A simple and effective method for detecting out-of-distribution images in neural networks.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.