zjjlsr Goto Github PK

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Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.

-408

这里有着计算机考研408的详细路线，每个月的学习规划和所有视频书籍资源，计算机考研必看仓库

airport

机场推荐与机场评测

astrbot

QQ 和 QQ 频道上的 ChatGPT, Claude, HuggingChat 机器人，支持插件 | 原 QQChannelChatGPT

attack-in-fl

Breaching privacy in federated learning scenarios for vision and text

awesome-differential-privacy-and-meachine-learning

机器学习和差分隐私的论文笔记和代码仓

awesome-mpc

A curated list of multi party computation resources and links.

computer-textbook-digital-edition

differential-privacy-based-federated-learning

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

doc-chn

FedAI 社区中文文档

easyfl

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

els-cas-templates

Elsevier template 'els-cas-templates'.

fedavg-minst-cifar10

This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.

federated-learning

Overview of Federal Learning

gan-attack-against-federated-deep-learning

The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.

lg-fedavg

[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations

paper-reading

深度学习经典、新论文逐段精读

privacyattack_at_fl

A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.

uni-template-picture

基于uni-app框架的看图模板