advboxes / perceptron-benchmarkLinks
Robustness benchmark for DNN models.
☆67Updated 3 years ago
Alternatives and similar repositories for perceptron-benchmark
Users that are interested in perceptron-benchmark are comparing it to the libraries listed below
Sorting:
- For Competition on Adversarial Attacks and Defenses 2018☆40Updated 6 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆52Updated 3 months ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆217Updated 6 years ago
- Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"☆36Updated 5 years ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆100Updated 6 years ago
- Robustness vs Accuracy Survey on ImageNet☆98Updated 4 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- Adversarial Attacks and Defenses of Image Classifiers, NIPS 2017 competition track☆45Updated 7 years ago
- A novel data-free model stealing method based on GAN☆128Updated 2 years ago
- CAAD 2018 winning submissions☆35Updated 6 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆109Updated 4 years ago
- ☆41Updated last year
- ☆50Updated 4 years ago
- AAAI 2019 oral presentation☆52Updated 2 months ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 4 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆179Updated 3 years ago
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆40Updated 6 years ago
- Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper☆38Updated 7 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆62Updated 6 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆198Updated 2 years ago
- ☆85Updated 4 years ago
- white box adversarial attack☆38Updated 4 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆251Updated 5 years ago
- Implementation of the Biased Boundary Attack for ImageNet☆23Updated 6 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 7 years ago
- Generalized Data-free Universal Adversarial Perturbations☆69Updated 6 years ago
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆61Updated 7 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆166Updated 5 years ago
- The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch☆60Updated 6 years ago
- Implementation of AGNs, proposed in: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "A General Framework for Adversarial Examples with O…☆37Updated 4 years ago