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Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
A list of backdoor learning resources
A compact toolbox for backdoor attacks and defenses.
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
The open-sourced Python toolbox for backdoor attacks and defenses.
Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"
Official Implementation of "Cross-Context Backdoor Attacks against Graph Prompt Learning"
DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)
Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
DomainBed is a suite to test domain generalization algorithms
Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"
This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"
FedNLP: A Research Platform for Federated Learning in Natural Language Processing
The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"
[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
Personalized federated learning simulation platform with non-IID and unbalanced dataset
A unified benchmark problem for data poisoning attacks
The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".
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.