Popular GitHub Repositories for Adversarial

Algorithms for outlier, adversarial and drift detection

《深度学习与计算机视觉》配套代码

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

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

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

Stochastic Adversarial Video Prediction

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

Official implementation of the paper: Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers

Implementation of adversarial training under fast-gradient sign method (FGSM), projected gradient descent (PGD) and CW using Wide-ResNet-28-10 on cifar-10. Sample code is re-usable despite changing the model or dataset.

[TKDE 2024, CIKM 2022] SLA2P: Self-supervised Anomaly Detection with Adversarial Perturbation.

The implementatin of our ICLR 2021 work: Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits

Implementation of GAIL and AIRL using chinerrl

Battleship environment for reinforcement learning tasks

Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"

GAN School at Elo7

Code for Adversarial Approximate Inference for Speech to Laryngograph Conversion

Tensorflow implementation for generating adversarial examples using convex programming

This repository is the official implementation of [Evaluating Membership Inference Through Adversarial Robustness]

Official Implementation of Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery