NVlabs / DiffPureLinks
A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.
☆305Updated 2 years ago
Alternatives and similar repositories for DiffPure
Users that are interested in DiffPure are comparing it to the libraries listed below
Sorting:
- Code for the paper "Better Diffusion Models Further Improve Adversarial Training" (ICML 2023)☆138Updated last year
- ☆58Updated last year
- The code of the ICLR 2024 paper: Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization☆10Updated 7 months ago
- [NeurIPS'2023] Official Code Repo:Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability☆108Updated last year
- An unrestricted attack based on diffusion models that can achieve both good transferability and imperceptibility.☆216Updated 8 months ago
- Official code implement of Robust Classification via a Single Diffusion Model☆86Updated 3 months ago
- Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023☆91Updated last month
- ☆34Updated 8 months ago
- ☆59Updated 2 years ago
- Code for our paper "Benchmarking the Robustness of Image Watermarks"☆81Updated 9 months ago
- [ICCV 2023 Oral] Official implementation of "Robust Evaluation of Diffusion-Based Adversarial Purification"☆25Updated last year
- Code of the paper: A Recipe for Watermarking Diffusion Models☆147Updated 7 months ago
- Certified robustness "for free" using off-the-shelf diffusion models and classifiers☆41Updated 2 years ago
- Spectrum simulation attack (ECCV'2022 Oral) towards boosting the transferability of adversarial examples☆106Updated 2 years ago
- Revisiting Transferable Adversarial Images (arXiv)☆123Updated 3 months ago
- [ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable☆168Updated 11 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆77Updated 3 months ago
- This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.☆167Updated 4 years ago
- ☆27Updated 10 months ago
- [NeurIPS 2023] Codes for DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification☆32Updated last year
- Official repository for "On Improving Adversarial Transferability of Vision Transformers" (ICLR 2022--Spotlight)☆72Updated 2 years ago
- Fantastic Robustness Measures: The Secrets of Robust Generalization [NeurIPS 2023]☆40Updated 5 months ago
- A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆155Updated 5 years ago
- Implementation of "Adversarial purification with Score-based generative models", ICML 2021☆30Updated 3 years ago
- ☆12Updated 4 months ago
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆57Updated last year
- ☆107Updated 3 weeks ago
- The official PyTorch implementation for ICCV'21 Oral paper 'Artificial GAN Fingerprints: Rooting Deepfake Attribution in Training Data'☆77Updated 2 years ago
- Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]☆164Updated 4 years ago
- unformal implementation of advdiffuser☆15Updated last year