OwenSec / DeepDetector
an efficient method for detecting adversarial image examples
☆18Updated 6 years ago
Related projects: ⓘ
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆86Updated last year
- A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.☆53Updated 2 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆90Updated 3 years ago
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"☆14Updated 3 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆67Updated 6 years ago
- A pytorch implementation of "Adversarial Examples in the Physical World"☆17Updated 5 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆81Updated 6 months ago
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆73Updated 2 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆52Updated 3 years ago
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)☆52Updated 4 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆47Updated last year
- ☆76Updated 3 years ago
- a pytorch version of AdvGAN for cifar10 dataset☆11Updated 4 years ago
- ☆66Updated 3 years ago
- ☆41Updated last year
- ☆57Updated 2 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆138Updated last year
- ☆48Updated 2 years ago
- Official Tensorflow implementation for "Improving Adversarial Transferability via Neuron Attribution-based Attacks" (CVPR 2022)☆33Updated last year
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆34Updated last year
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆47Updated 2 years ago
- Pytorch implementation for MagNet: a Two-Pronged Defense against Adversarial Examples☆14Updated 4 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆100Updated 3 years ago
- Blackbox attacks for deep neural network models☆72Updated 6 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆47Updated 4 years ago
- This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)☆43Updated 5 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆88Updated 2 years ago
- Code for Semantic Adversarial Attacks☆11Updated 2 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆67Updated 6 years ago
- 六代兴亡如梦,苒苒惊时月。纵使岁寒途远,此志应难夺。☆11Updated 4 years ago