shangtse / robust-physical-attack
Physical adversarial attack for fooling the Faster R-CNN object detector
☆164Updated 5 years ago
Alternatives and similar repositories for robust-physical-attack
Users that are interested in robust-physical-attack are comparing it to the libraries listed below
Sorting:
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆109Updated 4 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆52Updated last week
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 6 years ago
- An adversarial attack on object detectors☆151Updated 3 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆164Updated 6 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 3 years ago
- PyTorch implementation of adversarial patch☆215Updated 3 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆198Updated 2 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆239Updated 5 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- Adversarial Examples: Attacks and Defenses for Deep Learning☆32Updated 7 years ago
- Adversarial Examples for Semantic Segmentation and Object Detection☆123Updated 7 years ago
- A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)☆92Updated 5 years ago
- Generative Adversarial Perturbations (CVPR 2018)☆137Updated 4 years ago
- Countering Adversarial Image using Input Transformations.☆497Updated 3 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆73Updated 7 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆249Updated 5 years ago
- Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"☆36Updated 4 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆141Updated last year
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆92Updated 2 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆134Updated 4 years ago
- Data independent universal adversarial perturbations☆61Updated 5 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆178Updated 3 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆236Updated 7 years ago
- The code for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples (CVPR2019)☆114Updated 2 years ago
- Generalized Data-free Universal Adversarial Perturbations☆69Updated 6 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆96Updated 4 years ago
- Robustness vs Accuracy Survey on ImageNet☆98Updated 3 years ago
- NIPS 2017 - Adversarial Learning☆35Updated 7 years ago
- Pytorch reimplementation of "One pixel attack for fooling deep neural networks"☆85Updated 7 years ago