#自然语言处理#Data augmentation for NLP
#计算机科学#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....
#计算机科学#A Toolbox for Adversarial Robustness Research
#自然语言处理#An Open-Source Package for Textual Adversarial Attack.
A Harder ImageNet Test Set (CVPR 2021)
Pytorch implementation of convolutional neural network adversarial attack techniques
A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
Tensorflow Implementation of Adversarial Attack to Capsule Networks
PyTorch library for adversarial attack and training
#计算机科学#Generative Adversarial Perturbations (CVPR 2018)
#计算机科学#Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"
A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition
A Paperlist of Adversarial Attack on Object Detection
#计算机科学#List of state of the art papers, code, and other resources
Spatially Transformed Adversarial Examples with TensorFlow
#计算机科学#My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-AW
#计算机科学#Deflecting Adversarial Attacks with Pixel Deflection
Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks