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-gridword

GridWorld Gym environments

academic_paper_page

aijack

Security and Privacy Risk Simulator for Machine Learning

amnesiacml

Methods for removing learned data from neural nets and evaluation of those methods

attack-resistant-federated-learning

attacking_federate_learning

基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型

attacks-and-defenses-in-federated-learning

awesome-differential-privacy-and-meachine-learning

机器学习和差分隐私的论文笔记和代码仓

backdoorbench

backdoorbox

The open-sourced Python toolbox for backdoor attacks and defenses.

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

badencoder

barplots

Python package to easily make barplots from multi-indexed dataframes.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

book-text-to-speech

A book about Text-to-Speech (TTS) in Chinese.

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

c-

搞定C++:punch:。C++ Primer 中文版第5版学习仓库，包括笔记和课后练习答案。

ccf-deadlines

⏰ CCF recommendation conference Deadline Countdowns / Please star this project, thanks~

certified-removal

Certified Removal from Machine Learning Models

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, Ape-X DQN, DDPG, TD3, SAC)

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

datapoisoning_fl

Code for Data Poisoning Attacks Against Federated Learning Systems

dataset_reconstruction

dba

DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

defend_mi

Bilateral Dependency Optimization: Defending Against Model-inversion Attacks

defending-against-backdoors-with-robust-learning-rate

The code of AAAI-21 paper "Defending against Backdoors in Federated Learning with Robust Learning Rate".

drlib

DRLib：A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.

early-stopping-pytorch

Early stopping for PyTorch