Adversarial Open Source Projects

TensorFlow - A curated list of dedicated resources http://tensorflow.org

PyTorch implementations of Generative Adversarial Networks.

A list of all named GANs!

Keras implementations of Generative Adversarial Networks.

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Awesome paper list with code about generative adversarial nets

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

A collection of AWESOME things about domain adaptation

Curated list of awesome GAN applications and demo

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Code and hyperparameters for the paper "Generative Adversarial Networks"

Interactive Image Generation via Generative Adversarial Networks

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

A list of papers on Generative Adversarial (Neural) Networks

Deep Convolutional Generative Adversarial Networks

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

Implementation of papers in 100 lines of code.

Image Deblurring using Generative Adversarial Networks

Algorithms for outlier, adversarial and drift detection

Summaries of machine learning papers

Awesome GAN for Medical Imaging

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

A curated list of awesome adversarial machine learning resources

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

Clean PyTorch implementations of imitation and reward learning algorithms

Everything Deepfakes

Must-read Papers on Textual Adversarial Attack and Defense

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

《深度学习与计算机视觉》配套代码

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Papers, repository and other data about anime or manga research. Please let me know if you have information that the list does not include.

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

An information security preparedness tool to do adversarial simulation.

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

Adversarial Threat Landscape for AI Systems

Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

A pytorch adversarial library for attack and defense methods on images and graphs

Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Training neural models with structured signals.

Keras implementation of Deep Convolutional Generative Adversarial Networks

Tooling for GANs in TensorFlow

pytorch implementation of Domain-Adversarial Training of Neural Networks

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

Chainer implementation of Deep Convolutional Generative Adversarial Network

Please do not feed the models

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples