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adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

awesome_fl

backdoor

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

backdoors101

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

benchmarking-gnns

Repository for benchmarking graph neural networks

bkd_fedgnn

Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"

dba

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

deepnetworks

My implementations of deep neural networks for practice.

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

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

explanability_bkd_gnn

Implementation of paper "Explanability-based backdoor attacks against graph neural networks"

fedgraphnn

A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

gnn-benchmark

Framework for evaluating Graph Neural Network models on semi-supervised node classification task

gnn-comparison

Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020

gnn-model-explainer

gnn explainer

graph_adversarial_attack

Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)

graphbackdoor

graphlime

This is a Pytorch implementation of GraphLIME

mia-gnn

Membership Inference Attack against Graph Neural Networks

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorch_structure2vec

pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)

seml

SEML: Slurm Experiment Management Library

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

trojanzoo

TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.

xujing1994.github.io

xujing1994.github.io_test

A beautiful, simple, clean, and responsive Jekyll theme for academics