eth-sri / SABRLinks
☆11Updated 2 years ago
Alternatives and similar repositories for SABR
Users that are interested in SABR are comparing it to the libraries listed below
Sorting:
- Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular da…☆20Updated last year
- Code for "On Adaptive Attacks to Adversarial Example Defenses"☆87Updated 4 years ago
- Convex Layerwise Adversarial Training (COLT)☆29Updated 4 years ago
- [NeurIPS 2021] Fast Certified Robust Training with Short Warmup☆25Updated 5 months ago
- [NeurIPS 2023] Code for the paper "Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threa…☆38Updated 11 months ago
- Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".☆56Updated 3 years ago
- A unified benchmark problem for data poisoning attacks☆160Updated 2 years ago
- Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples…☆98Updated 3 years ago
- A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]☆90Updated 2 years ago
- ATTA (Efficient Adversarial Training with Transferable Adversarial Examples)☆36Updated 5 years ago
- Certified robustness "for free" using off-the-shelf diffusion models and classifiers☆44Updated 2 years ago
- ☆23Updated 4 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆98Updated 3 years ago
- ☆23Updated 2 years ago
- ☆53Updated 2 years ago
- ICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Gold…☆25Updated 2 years ago
- A Leaderboard for Certifiable Robustness against Adversarial Patch Attacks☆21Updated 2 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆34Updated 5 years ago
- ☆68Updated last year
- [CCS 2021] TSS: Transformation-specific smoothing for robustness certification☆26Updated 2 years ago
- Library containing PyTorch implementations of various adversarial attacks and resources☆165Updated 2 weeks ago
- Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]☆54Updated 2 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
- This repo is the official implementation of the ICLR'23 paper "Towards Robustness Certification Against Universal Perturbations." We calc…☆12Updated 2 years ago
- Code for the paper "Better Diffusion Models Further Improve Adversarial Training" (ICML 2023)☆145Updated 2 years ago
- Official Code for Efficient and Effective Augmentation Strategy for Adversarial Training (NeurIPS-2022)☆16Updated 2 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆110Updated last year
- ☆62Updated 3 years ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆331Updated 3 weeks ago
- RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)☆56Updated 5 years ago