huanzhang12 / ZOO-AttackLinks
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
☆169Updated 4 years ago
Alternatives and similar repositories for ZOO-Attack
Users that are interested in ZOO-Attack are comparing it to the libraries listed below
Sorting:
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆179Updated 3 years ago
- AAAI 2019 oral presentation☆52Updated 2 months ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆198Updated 2 years ago
- ☆56Updated 2 years ago
- Blackbox attacks for deep neural network models☆70Updated 7 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆98Updated 4 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆111Updated 7 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- PyTorch library for adversarial attack and training☆146Updated 6 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆124Updated 4 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
- Ensemble Adversarial Training on MNIST☆121Updated 8 years ago
- Codes for reproducing the black-box adversarial attacks in “ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Network…☆60Updated 6 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆75Updated 6 years ago
- Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"☆64Updated 5 years ago
- A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.☆60Updated 7 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆243Updated 5 years ago
- Codes for reproducing query-efficient black-box attacks in “AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking B…☆58Updated 5 years ago
- CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks☆62Updated 4 years ago
- ☆48Updated 4 years ago
- Public repo for transferability ICLR 2017 paper☆52Updated 6 years ago
- Generative Adversarial Perturbations (CVPR 2018)☆138Updated 4 years ago
- Countering Adversarial Image using Input Transformations.☆495Updated 3 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
- ☆246Updated 6 years ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆64Updated 6 years ago
- Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural trai…☆175Updated last year
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆136Updated 4 years ago
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆40Updated 6 years ago
- Feature Scattering Adversarial Training (NeurIPS19)☆74Updated last year