Yuchong Yao's starred repositories
pytorch_geometric
Graph Neural Network Library for PyTorch
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
deep-residual-networks
Deep Residual Learning for Image Recognition
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
TAADpapers
Must-read Papers on Textual Adversarial Attack and Defense
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.
advertorch
A Toolbox for Adversarial Robustness Research
imagenette
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
obfuscated-gradients
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
nn_robust_attacks
Robust evasion attacks against neural network to find adversarial examples
ImageNet-Adversarial-Training
ImageNet classifier with state-of-the-art adversarial robustness
OpenAttack
An Open-Source Package for Textual Adversarial Attack.
natural-adv-examples
A Harder ImageNet Test Set (CVPR 2021)
cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
awesome-graph-attack-papers
Adversarial attacks and defenses on Graph Neural Networks.