KaidiXu / ZO-minmaxLinks
Zeroth-order Min-max Optimization
☆12Updated 5 years ago
Alternatives and similar repositories for ZO-minmax
Users that are interested in ZO-minmax are comparing it to the libraries listed below
Sorting:
- Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)☆45Updated 7 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆41Updated 6 years ago
- Logit Pairing Methods Can Fool Gradient-Based Attacks [NeurIPS 2018 Workshop on Security in Machine Learning]☆19Updated 6 years ago
- Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]☆32Updated 5 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆27Updated 4 years ago
- Code for "Robustness May Be at Odds with Accuracy"☆91Updated 2 years ago
- Code for Stability Training with Noise (STN)☆22Updated 4 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆98Updated 4 years ago
- Targeted black-box adversarial attack using Bayesian Optimization☆37Updated 5 years ago
- ☆88Updated last year
- ☆13Updated 6 years ago
- A Closer Look at Accuracy vs. Robustness☆88Updated 4 years ago
- Public code for a paper "Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks."☆34Updated 6 years ago
- Learning perturbation sets for robust machine learning☆65Updated 4 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- CVPR'19 experiments with (on-manifold) adversarial examples.