xinleihe

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

poisoning-benchmark

A unified benchmark problem for data poisoning attacks

Semi-Leak

GNNPapers

Must-read papers on graph neural networks (GNN)

awesome-mac

 Now we have become very big, Different from the original idea. Collect premium software in various categories.

privacy

Library for training machine learning models with privacy for training data

PySyft

Perform data science on data that remains in someone else's server

ABS

ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation

dp-imagenet

python-patterns

A collection of design patterns/idioms in Python

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

influence-release

google-research

Google Research

inceptionv3-transferLearn-poison

Attacking a dog vs fish classification that uses transfer learning inceptionV3

trojanzoo

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

awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

backdoor-learning-resources

A list of backdoor learning resources

git-quick-stats

▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.

selfstudy-adversarial-robustness

ConvNeXt

Code release for ConvNeXt model

submitit

Python 3.8+ toolbox for submitting jobs to Slurm

deit

Official DeiT repository

Awesome-Multimodal-Research

A curated list of Multimodal Related Research.

LargeVis

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

ContrastiveLeaks

TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch