Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".
☆43Dec 7, 2020Updated 5 years ago
Alternatives and similar repositories for robust-gcn
Users that are interested in robust-gcn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized …☆37Jun 27, 2023Updated 3 years ago
- Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".☆157Dec 9, 2021Updated 4 years ago
- Certifiable Robustness to Graph Perturbations☆14May 8, 2020Updated 6 years ago
- Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".☆227May 31, 2022Updated 4 years ago
- Adversarial Attacks on Node Embeddings via Graph Poisoning☆59Dec 23, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)☆129Jul 16, 2022Updated 3 years ago
- This repository contains the official implementation of the paper "Reliable Graph Neural Networks via Robust Aggregation" (NeurIPS, 2020)…☆17Mar 16, 2022Updated 4 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆98Jun 7, 2021Updated 5 years ago
- Code to study the generalisability of benchmark models on non-stationary EHRs.☆15Aug 7, 2019Updated 6 years ago
- A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models☆35May 26, 2021Updated 5 years ago
- ☆18Jan 12, 2022Updated 4 years ago
- ☆15Jun 20, 2019Updated 7 years ago
- A curated collection of adversarial attack and defense on graph data.☆588Nov 7, 2023Updated 2 years ago
- Implementation of "Fast and Flexible Temporal Point Processes with Triangular Maps" (Oral @ NeurIPS 2020)☆23Dec 1, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆96Oct 18, 2022Updated 3 years ago
- The library for symbolic interval☆23Jun 23, 2020Updated 6 years ago
- The code for the ICML 2021 paper "Graph Neural Networks Inspired by Classical Iterative Algorithms".☆43Jun 9, 2021Updated 5 years ago
- Implementation of paper "Transferring Robustness for Graph Neural Network Against Poisoning Attacks".☆20Feb 26, 2020Updated 6 years ago
- The highest entry score from our team named SailOcean in the PhysioNet/Computing in Cardiology Challenge 2019. An Explainable Artificial …☆22Oct 17, 2020Updated 5 years ago
- Official repo for the paper "Make Some Noise: Reliable and Efficient Single-Step Adversarial Training" (https://arxiv.org/abs/2202.01181)☆25Oct 17, 2022Updated 3 years ago
- A pytorch adversarial library for attack and defense methods on images and graphs☆1,085Jun 26, 2025Updated last year
- Graph Injection Adversarial Attack & Defense Dataset , extracted from KDD CUP 2020 ML2 Track☆22Aug 19, 2024Updated last year
- A curated list of awesome graph representation learning.☆70Oct 13, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆33Feb 11, 2022Updated 4 years ago
- Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"☆308May 12, 2023Updated 3 years ago
- Source code of GResNet☆17Sep 16, 2020Updated 5 years ago
- Python example prediction code for the PhysioNet/CinC Challenge 2019☆21Jul 6, 2023Updated 2 years ago
- Implementation for Denoising Graph Neural Networks☆16May 8, 2019Updated 7 years ago
- Retrieve information from DBLP and update BibTex files automatically☆53Jun 4, 2022Updated 4 years ago
- ☆10Mar 24, 2023Updated 3 years ago
- [EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Q…☆25Oct 19, 2021Updated 4 years ago
- ☆31Oct 7, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Evaluating Robustness of Neural Networks with Mixed Integer Programming☆117Jun 28, 2026Updated last week
- [ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers☆11Mar 29, 2022Updated 4 years ago
- ☆12Jul 17, 2022Updated 3 years ago
- CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks☆63Aug 3, 2021Updated 4 years ago
- Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)☆45Oct 26, 2022Updated 3 years ago
- Provable adversarial robustness at ImageNet scale☆413May 20, 2019Updated 7 years ago
- [ICLR 2020] Code for paper "Robustness Verification for Transformers"☆26Nov 26, 2024Updated last year