Pinned Repositories
academicpages
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
angel
A Flexible and Powerful Parameter Server for large-scale machine learning
Awesome-Federated-Learning
Federated Learning Library: https://fedml.ai
awesome-python-cn
Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
differential-privacy
Google's differential privacy library.
distributedMachineLearning
This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.
EvaluatingDPML
This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
FATE
An Industrial Grade Federated Learning Framework
federated-learning-secure-aggregation
A simple Python implementation of a secure aggregation protocole for federated learning.
Mathislu's Repositories
Mathislu/academicpages
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Mathislu/angel
A Flexible and Powerful Parameter Server for large-scale machine learning
Mathislu/Awesome-Federated-Learning
Federated Learning Library: https://fedml.ai
Mathislu/differential-privacy
Google's differential privacy library.
Mathislu/EvaluatingDPML
This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
Mathislu/FATE
An Industrial Grade Federated Learning Framework
Mathislu/federated-learning
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
Mathislu/FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
Mathislu/GIithub_personal_website
Mathislu/GNN-MIA-PYG
Mathislu/HitachiSecFedLearning
Robust Secure Federated Learning through MPHE
Mathislu/hzm-goldenbus
港珠澳大桥穿梭巴士车票自动抢票机器人
Mathislu/jkyz_yaohao
健康驿站自动摇号脚本
Mathislu/libprio
A fork of the Prio C implementation with added support for floating-point numbers via fixed-point encoding
Mathislu/LightSecAgg
Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"
Mathislu/membership-inference-evaluation
Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models
Mathislu/mia
A library for running membership inference attacks against ML models
Mathislu/MIA-GNN
Membership Inference Attack against Graph Neural Networks
Mathislu/ml_privacy_meter
Machine Learning Privacy Meter: A tool to quantify the privacy risks of machine learning models with respect to inference attacks, notably membership inference attacks
Mathislu/mpi4py
Python bindings for MPI
Mathislu/opacus
Training PyTorch models with differential privacy
Mathislu/personal_website_template_0
Jekyll Theme
Mathislu/personal_website_template_1
Mathislu/PySyft
A library for answering questions using data you cannot see
Mathislu/PyVertical
Privacy Preserving Vertical Federated Learning
Mathislu/SAFELearn
Secure Aggregation for FL
Mathislu/SecureAggregation-1
Mathislu/security-site-wiki
信安之路 作者团队维护收集的一些网站地址，供大家学习使用，有好的网站博客请提交给我们，请发送到地址：myh0st@foxmail.com
Mathislu/V2ray-for-Doprax
The tool can install v2ray on the Doprax, including VMess and VLess protocols, it will automatically switch IP, you need to fork this projects, read readme.md and run it. Create By ifeng.
Mathislu/yopass
Secure sharing for secrets, passwords and files