zjfheart / Friendly-Adversarial-TrainingLinks
Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)
☆126Updated 2 years ago
Alternatives and similar repositories for Friendly-Adversarial-Training
Users that are interested in Friendly-Adversarial-Training are comparing it to the libraries listed below
Sorting:
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆152Updated 5 years ago
- Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples…☆98Updated 3 years ago
- ☆161Updated 4 years ago
- the paper "Geometry-aware Instance-reweighted Adversarial Training" ICLR 2021 oral☆59Updated 4 years ago
- Adversarial Distributional Training (NeurIPS 2020)☆63Updated 4 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 5 years ago
- [ICLR 2020] A repository for extremely fast adversarial training using FGSM☆450Updated last year
- Feature Scattering Adversarial Training (NeurIPS19)☆74Updated last year
- PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.☆254Updated 5 years ago
- Empirical tricks for training robust models (ICLR 2021)☆258Updated 2 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆141Updated 5 years ago
- ☆58Updated 3 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆212Updated 3 years ago
- Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"☆70Updated 5 years ago
- Code for our NeurIPS 2020 paper Backpropagating Linearly Improves Transferability of Adversarial Examples.☆42Updated 2 years ago
- Learnable Boundary Guided Adversarial Training (ICCV2021)☆38Updated last year
- Code for "On Adaptive Attacks to Adversarial Example Defenses"☆87Updated 4 years ago
- PyTorch Implementation of Adversarial Training for Free!☆249Updated 4 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆60Updated 6 years ago
- Code for the paper "On the Adversarial Robustness of Visual Transformers"☆59Updated 4 years ago
- Understanding and Improving Fast Adversarial Training [NeurIPS 2020]☆96Updated 4 years ago
- [ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)☆80Updated 6 years ago
- Detection of adversarial examples using influence functions and nearest neighbors☆37Updated 3 years ago
- Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]☆170Updated 5 years ago
- [NeurIPS'20 Oral] DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles☆55Updated 3 years ago
- ☆88Updated 4 years ago
- Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)☆100Updated 4 years ago
- This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.☆172Updated 4 years ago
- A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆158Updated 6 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆200Updated 2 years ago