advboxes / perceptron-benchmarkLinks
Robustness benchmark for DNN models.
☆66Updated 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
- Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"☆36Updated 5 years ago
- Adversarial Attacks and Defenses of Image Classifiers, NIPS 2017 competition track☆45Updated 8 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆111Updated 4 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆51Updated 7 months ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆101Updated 7 years ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆223Updated 6 years ago
- ☆49Updated 4 years ago
- A novel data-free model stealing method based on GAN☆133Updated 3 years ago
- white box adversarial attack☆38Updated 4 years ago
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆39Updated 7 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆167Updated 5 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- ☆41Updated 2 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆61Updated 6 years ago
- Robustness vs Accuracy Survey on ImageNet☆99Updated 4 years ago
- Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper☆38Updated 7 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆252Updated 6 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 4 years ago
- Detecting Adversarial Examples in Deep Neural Networks☆68Updated 7 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆199Updated 2 years ago
- CAAD 2018 winning submissions☆35Updated 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 5 years ago
- ☆88Updated 4 years ago
- ☆79Updated 6 years ago
- ☆81Updated 3 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆74Updated 7 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆189Updated 2 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 7 years ago
- AAAI 2019 oral presentation☆53Updated 6 months ago