Randomized Smoothing of All Shapes and Sizes (ICML 2020).
☆51Jul 23, 2020Updated 5 years ago
Alternatives and similar repositories for rs4a
Users that are interested in rs4a are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"☆227Nov 9, 2019Updated 6 years ago
- Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs☆100Apr 2, 2021Updated 5 years ago
- Provable adversarial robustness at ImageNet scale☆410May 20, 2019Updated 6 years ago
- Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"☆14Apr 28, 2020Updated 5 years ago
- [CCS 2021] TSS: Transformation-specific smoothing for robustness certification☆26Oct 3, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Library for training globally-robust neural networks.☆31Aug 7, 2025Updated 8 months ago
- MACER: MAximizing CErtified Radius (ICLR 2020)☆31Jan 5, 2020Updated 6 years ago
- Implementation of WGAN-TS☆13Oct 29, 2019Updated 6 years ago
- A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]☆10Sep 3, 2019Updated 6 years ago
- "Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach …☆17Nov 16, 2019Updated 6 years ago
- Code for Stability Training with Noise (STN)☆22Dec 27, 2020Updated 5 years ago
- Code publication to the paper "Normalized Attention Without Probability Cage"☆17Nov 9, 2021Updated 4 years ago
- A few baselines with a standard tabular model☆38Jun 3, 2020Updated 5 years ago
- A framework for analyzing computer vision models with simulated data☆126Aug 5, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This repo is the official implementation of the ICLR'23 paper "Towards Robustness Certification Against Universal Perturbations." We calc…☆12Feb 14, 2023Updated 3 years ago
- Code for "Robustness May Be at Odds with Accuracy"☆90Mar 24, 2023Updated 3 years ago
- ☆12Jan 9, 2019Updated 7 years ago
- Code associated with our paper "Robust Domain Randomization for Reinforcement Learning"☆12Nov 22, 2022Updated 3 years ago
- fast kernel evaluation in high dimensions via hashing☆25Oct 21, 2020Updated 5 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆41Apr 24, 2019Updated 6 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- Code for "Bridging the Gap between f-GANs and Wasserstein GANs", ICML 2020☆14Jul 18, 2020Updated 5 years ago
- Reference implementation of algorithms for reinforcement learning and Markov decision processes.☆12Jan 28, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A certifiable defense against adversarial examples by training neural networks to be provably robust☆220Jul 25, 2024Updated last year
- Code for "Testing Robustness Against Unforeseen Adversaries"☆80Jul 25, 2024Updated last year
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆140Mar 30, 2020Updated 6 years ago
- [ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.☆42Mar 16, 2022Updated 4 years ago
- RP-GAN: Stable GAN Training with Random Projections☆22Jun 27, 2018Updated 7 years ago
- [NeurIPS 2023] Riemannian Residual Neural Networks (https://arxiv.org/abs/2006.10254)☆24Feb 4, 2024Updated 2 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆48Sep 19, 2019Updated 6 years ago
- Certified robustness "for free" using off-the-shelf diffusion models and classifiers☆44May 25, 2023Updated 2 years ago
- ☆25May 20, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆22Aug 31, 2021Updated 4 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Nov 2, 2021Updated 4 years ago
- Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"☆129Oct 24, 2019Updated 6 years ago
- Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper☆37Jun 11, 2020Updated 5 years ago
- [ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers☆11Mar 29, 2022Updated 4 years ago
- Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)☆16Oct 11, 2021Updated 4 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆97Oct 18, 2022Updated 3 years ago