NetoPedro / Universal-Adversarial-Perturbations-Pytorch
Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topics in Deep Learning course at Aalto University, Finland.
☆61Updated 5 years ago
Alternatives and similar repositories for Universal-Adversarial-Perturbations-Pytorch:
Users that are interested in Universal-Adversarial-Perturbations-Pytorch are comparing it to the libraries listed below
- A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.☆53Updated 3 years ago
- Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"☆71Updated 4 years ago
- ☆57Updated 2 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆90Updated 3 years ago
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆81Updated 2 years ago
- A PyTorch Implementation of the UAP attack☆19Updated 6 years ago
- This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)☆43Updated 5 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆85Updated last year
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)☆117Updated 2 years ago
- Adversarial Robustness, White-box, Adversarial Attack☆50Updated 2 years ago
- Codes for CVPR2020 paper "Towards Transferable Targeted Attack".☆15Updated 2 years ago
- ☆70Updated 3 years ago
- ☆26Updated 2 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆48Updated 2 years ago
- ☆63Updated 3 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆145Updated 4 years ago
- A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆152Updated 5 years ago
- ☆51Updated 3 years ago
- ☆28Updated 4 years ago
- ☆34Updated last year
- ☆40Updated last year
- A novel data-free model stealing method based on GAN☆127Updated 2 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆89Updated last year
- Pytorch implementation for MagNet: a Two-Pronged Defense against Adversarial Examples☆15Updated 5 years ago
- Revisiting Transferable Adversarial Images (arXiv)☆120Updated this week
- Beyond imagenet attack (accepted by ICLR 2022) towards crafting adversarial examples for black-box domains.☆60Updated 2 years ago
- Robust Adversarial Perturbation on Deep Proposal-based Models☆24Updated 2 years ago
- TIFS2022: Decision-based Adversarial Attack with Frequency Mixup☆21Updated last year
- Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)☆98Updated 3 years ago
- Official repository for "Cross-Domain Transferability of Adversarial Perturbations" (NeurIPS 2019)☆59Updated 3 years ago