evtimovi / robust_physical_perturbations
Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)
☆102Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for robust_physical_perturbations
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆69Updated 6 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆87Updated last year
- Physical adversarial attack for fooling the Faster R-CNN object detector☆156Updated 4 years ago
- Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"☆37Updated 4 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆91Updated 3 years ago
- Blackbox attacks for deep neural network models☆70Updated 6 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆50Updated 3 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆161Updated 5 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆195Updated last year
- ☆41Updated last year
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆138Updated last year
- ☆79Updated 3 years ago
- An adversarial attack on object detectors☆140Updated 3 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)☆53Updated 4 years ago
- A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)☆90Updated 5 years ago
- Robust Adversarial Perturbation on Deep Proposal-based Models☆23Updated 2 years ago
- Mitigating Adversarial Effects Through Randomization☆117Updated 6 years ago
- Implementation of the Biased Boundary Attack for ImageNet☆23Updated 5 years ago
- white box adversarial attack☆37Updated 3 years ago
- Generative Adversarial Perturbations (CVPR 2018)☆136Updated 3 years ago
- 😎 A curated list of awesome real-world adversarial examples resources☆56Updated 4 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆58Updated 5 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆89Updated 2 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆243Updated 5 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆53Updated 5 years ago
- Defending Against Physically Realizable Attacks on Image Classification☆33Updated 2 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆129Updated 6 years ago
- Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)☆124Updated last year
- [ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)☆76Updated 5 years ago