adversarial-examples topic
TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
awesome-graph-attack-papers
Adversarial attacks and defenses on Graph Neural Networks.
defensegan
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
DEEPSEC
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
free_adv_train
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
attack-and-defense-methods
A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
awesome-adversarial-examples-dl
A curated list of awesome resources for adversarial examples in deep learning
auto_LiRPA
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
robust-physical-attack
Physical adversarial attack for fooling the Faster R-CNN object detector