[NeurIPS 2021] Fast Certified Robust Training with Short Warmup
☆25Jun 7, 2025Updated 8 months ago
Alternatives and similar repositories for Fast-Certified-Robust-Training
Users that are interested in Fast-Certified-Robust-Training are comparing it to the libraries listed below
Sorting:
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆97Jun 7, 2021Updated 4 years ago
- Fourth edition of VNN COMP (2023)☆16Apr 12, 2023Updated 2 years ago
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 years ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆338Feb 3, 2026Updated last month
- The library for symbolic interval☆22Jun 23, 2020Updated 5 years ago
- Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular da…☆19Jun 12, 2024Updated last year
- [ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers☆12Mar 29, 2022Updated 3 years ago
- ☆11Apr 21, 2023Updated 2 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆27Oct 5, 2022Updated 3 years ago
- ☆22Nov 19, 2021Updated 4 years ago
- Linear and interval bound propagation in Pytorch with easy-to-use API and GPU support.☆11Jul 4, 2025Updated 8 months ago
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 4 years ago
- ☆17Aug 2, 2022Updated 3 years ago
- ☆35Jan 16, 2026Updated last month
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Jan 27, 2023Updated 3 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆42Apr 24, 2019Updated 6 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Aug 24, 2022Updated 3 years ago
- Interval attacks (adversarial ML)☆21Jun 17, 2019Updated 6 years ago
- ☆22Apr 23, 2024Updated last year
- [NeurIPS 2022] Code for paper "Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation"☆27Dec 10, 2023Updated 2 years ago
- Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (ht…☆91Dec 22, 2022Updated 3 years ago
- Attack AlphaZero Go agents (NeurIPS 2022)☆22Dec 3, 2022Updated 3 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆161Dec 20, 2019Updated 6 years ago
- Robustify Black-Box Models (ICLR'22 - Spotlight)☆24Jan 29, 2023Updated 3 years ago
- models for MoreMNAS☆31Jul 6, 2020Updated 5 years ago
- β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification☆31Nov 9, 2021Updated 4 years ago
- ☆11Dec 23, 2024Updated last year
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆34Sep 18, 2020Updated 5 years ago
- ☆12May 6, 2022Updated 3 years ago
- Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation (NeurIPS 2022)☆33Dec 16, 2022Updated 3 years ago
- Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]☆31Jul 15, 2020Updated 5 years ago
- ☆43Jan 30, 2024Updated 2 years ago
- On the Robustness of GUI Grounding Models Against Image Attacks☆12Apr 8, 2025Updated 10 months ago
- ☆10Jun 23, 2018Updated 7 years ago
- Universal Adversarial Networks☆32Jul 30, 2018Updated 7 years ago
- Fork of Triton repository for OpenXLA uses of the Triton language and compiler☆15Feb 24, 2026Updated last week
- ☆11Apr 8, 2024Updated last year
- BrainWash: A Poisoning Attack to Forget in Continual Learning☆12Apr 15, 2024Updated last year
- ☆11Mar 31, 2022Updated 3 years ago