baobunuo's repositories
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.
attack_vae
Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks
Awesome-Federated-Learning
Federated Learning Library: https://fedml.ai
BUAAthesis
北航毕设论文LaTeX模板
CSBook
计算机类常用电子书整理,并且附带下载链接,包括Java,Python,Linux,Go,C,C++,数据结构与算法,人工智能,计算机基础,面试,设计模式,数据库,前端等书籍
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
EvalNE
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
FATE
An Industrial Grade Federated Learning Framework
grabnel
[NeurIPS '21] Adversarial Attacks on Graph Classification via Bayesian Optimisation (GRABNEL)
Graph-Adversarial-Learning
A curated collection of adversarial attack and defense on graph data.
graph-de-anonymization
Seed based and seed-free graph de-anonymization.
GraphLeaks
Code for the paper "Quantifying Privacy Leakage in Graph Embedding" published in MobiQuitous 2020
GraphMI
Official Pytorch implementation of IJCAI'21 paper "GraphMI: Extracting Private Graph Data from Graph Neural Networks"
MGE
implementation of MGE: Multi-view Graph Contrastive Encoding for Graph Neural Networks Pre-training
OpenNE
An Open-Source Package for Network Embedding (NE)
PySyft
A library for answering questions using data you cannot see
ReFine
Official code of "Towards Multi-Grained Explainability for Graph Neural Networks" (2021 NeurIPS)
reliable_gnn_via_robust_aggregation
This repository contains the official implementation of the paper "Reliable Graph Neural Networks via Robust Aggregation" (NeurIPS, 2020).
robustness_of_gnns_at_scale
This repository contains the official implementation of the paper "Robustness of Graph Neural Networks at Scale" (NeurIPS, 2021).
Rosetta
A Privacy-Preserving Framework Based on TensorFlow
SEAL_OGB
An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.
Social-Circles
Discovering Social Circles- A Topological Data Analysis Project
Variational-Recurrent-Autoencoder-Tensorflow
A tensorflow implementation of "Generating Sentences from a Continuous Space"
VGNAE
(CIKM'21) Variational Graph Normalized Auto-Encoders
WARGA
The experimental implementation for the paper Wasserstein Adversarially Regularized Graph Autoencoder