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Benchmarks of approximate nearest neighbor libraries in Python
Survey of attacks on not just only Machine Learning, but Deep Learning
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
Processed datasets that we have used in our research
DBA: Distributed Backdoor Attacks against Federated Learning
On the Convergence of FedAvg on Non-IID Data
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Code and data accompanying the FedGen paper
Federated Optimization in Heterogeneous Networks (MLSys '20)
Official implementation of Washing The Unwashable : On The (Im)possibility of Fairwashing Detection, NeurIPS 2022
Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)
A curated list of adversarial attacks and defenses papers on graph-structured data.
Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
Code for "Label-Consistent Backdoor Attacks"
Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)
Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models
Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"
Library for training machine learning models with privacy for training data
Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)
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.