#计算机科学#PyTorch implementation of adversarial attacks [torchattacks]
#计算机科学#An adversarial example library for constructing attacks, building defenses, and benchmarking both
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
Robust evasion attacks against neural network to find adversarial examples
#计算机科学#Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"
#自然语言处理#Must-read Papers on Textual Adversarial Attack and Defense
#自然语言处理#An Open-Source Package for Textual Adversarial Attack.
#Awesome#A curated list of adversarial attacks and defenses papers on graph-structured data.
#自然语言处理#TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
#Awesome#Adversarial attacks and defenses on Graph Neural Networks.
Adversarial attacks on Deep Reinforcement Learning (RL)
#计算机科学#Create adversarial attacks against machine learning Windows malware detectors
Adversarial Attacks on Node Embeddings via Graph Poisoning
A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition
💡 Adversarial attacks on explanations and how to defend them
Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"
Circumventing the defense in "Ensemble Adversarial Training: Attacks and Defenses"
#计算机科学#A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
#计算机科学#🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks
#计算机科学#Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)