DIG-Beihang / RobustART
The first comprehensive Robustness investigation benchmark on large-scale dataset ImageNet regarding ARchitecture design and Training techniques towards diverse noises.
☆146Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for RobustART
- ☆71Updated 2 years ago
- The official PyTorch implementation of "Adversarially-Aware Robust Object Detector"☆55Updated 2 years ago
- Code and pretrained models for paper: Data-Free Adversarial Distillation☆95Updated last year
- ☆106Updated 2 years ago
- [IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation☆68Updated 2 years ago
- [CVPR 2022 oral] Subspace Adversarial Training☆26Updated last year
- Code for the paper "On the Adversarial Robustness of Visual Transformers"☆55Updated 2 years ago
- Adversarial Robustness, White-box, Adversarial Attack☆49Updated 2 years ago
- Official repository for "On Improving Adversarial Transferability of Vision Transformers" (ICLR 2022--Spotlight)☆69Updated last year
- This repository is a curated list of papers and open source code about competition for CV Adversarial Attack.☆27Updated last year
- EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.☆323Updated 4 months ago
- [ CVPR 2021 Oral ] Pytorch implementation for "Adversarial Robustness under Long-Tailed Distribution"☆100Updated 3 years ago
- A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.☆68Updated last year
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)☆105Updated 2 years ago
- [ICLR 2022] "Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?" by Yonggan Fu, Shunyao Zhang, Shang Wu…☆30Updated 2 years ago
- This is the official code for "Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better"☆39Updated 3 years ago
- Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.☆46Updated 2 years ago
- Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)☆97Updated 3 years ago
- ☆13Updated 3 years ago
- Patch adversarial attack; object detection; CIKM2020 安全AI挑战者计划第四期:通用目标检测的对抗攻击☆41Updated 3 years ago
- A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆146Updated 5 years ago
- [AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation☆67Updated 2 years ago
- Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"☆170Updated 3 years ago
- Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples…☆92Updated 2 years ago
- ☆55Updated 2 years ago
- Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)☆124Updated last year
- Knowledge Amalgamation Engine☆98Updated 8 months ago
- [ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)☆76Updated 5 years ago
- ☆56Updated 3 months ago
- ☆32Updated 4 months ago