jgshu's repositories
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
AdvBox
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
adversarial-robustness-toolbox
Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support
Awesome-Federated-Learning
A collection of research papers categorized into broad topics in federated learning.
awesome-Federated-Learning-1
federated-learning
awesome-nas-papers
Awesome Neural Architecture Search Papers
backdoor-learning-resources
A curated list of backdoor learning resources
backdoor_federated_learning
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
CLDP
Secure and utility-aware data collection with condensed local differential privacy
clustered-federated-learning
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
DBA
DBA: Distributed Backdoor Attacks against Federated Learning
Deep-Leakage-from-Gradients
paper code
dlg
[NeurIPS 2019] Deep Leakage From Gradients
falcon-public
Implementation of protocols in Falcon
federated-learning-secure-aggregation
A simple Python implementation of a secure aggregation protocole for federated learning.
FedMA
Code for Federated Learning with Matched Averaging, ICLR 2020.
FedNAS
FedNAS: Federated Deep Learning via Neural Architecture Search
galgebra
Symbolic Geometric Algebra/Calculus package for SymPy :crystal_ball:
ifca
Codebase for An Efficient Framework for Clustered Federated Learning.
Improved-Deep-Leakage-from-Gradients
The code for "Improved Deep Leakage from Gradients" (iDLG).
Labs-Federated-Learning
Accenture Labs Federated Learning
leaf
Leaf: A Benchmark for Federated Settings
ModelPoisoning
Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470
multi-center-fed-learning
fully ready experiments
PySyft
A library for encrypted, privacy preserving machine learning
secure-aggregation
Secure aggregation for federated learning using enclaves
textflint
Text Robustness Evaluation Platform