A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21)
☆44Sep 18, 2021Updated 4 years ago
Alternatives and similar repositories for graphbackdoor
Users that are interested in graphbackdoor are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆57Oct 5, 2022Updated 3 years ago
- An official PyTorch implementation of "Unnoticeable Backdoor Attacks on Graph Neural Networks" (WWW 2023)☆61Dec 3, 2023Updated 2 years ago
- Implementation of paper "Explanability-based backdoor attacks against graph neural networks"☆12Aug 1, 2022Updated 3 years ago
- [ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability☆38Nov 27, 2023Updated 2 years ago
- Official Pytorch implementation of IJCAI'21 paper "GraphMI: Extracting Private Graph Data from Graph Neural Networks"☆13Nov 19, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An official implementation of "Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective" (KDD 2024)☆12Sep 16, 2024Updated last year
- source code of KDD 2022 paper "Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN".☆28May 29, 2024Updated last year
- Official repository for AAAI'23 paper: Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinf…☆30Nov 26, 2022Updated 3 years ago
- [TMLR] Unsupervised Network Embedding Beyond Homophily (https://arxiv.org/abs/2203.10866) Resources☆11Mar 21, 2023Updated 3 years ago
- This is an implementation demo of the IJCAI 2022 paper [Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation …☆21Nov 9, 2024Updated last year
- Official implementation of AAAI'22 paper "ProtGNN: Towards Self-Explaining Graph Neural Networks"☆51Oct 25, 2022Updated 3 years ago
- Code for Towards More Practical Adversarial Attacks on Graph Neural Networks (NeurIPS 2020)☆27Nov 13, 2021Updated 4 years ago
- ☆17Oct 11, 2021Updated 4 years ago
- Graph Injection Adversarial Attack & Defense Dataset , extracted from KDD CUP 2020 ML2 Track☆22Aug 19, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This is the official implementation of our paper 'Black-box Dataset Ownership Verification via Backdoor Watermarking'.☆27Jul 22, 2023Updated 2 years ago
- This repository contains the official implementation of the paper "Robustness of Graph Neural Networks at Scale" (NeurIPS, 2021).☆31Jul 25, 2023Updated 2 years ago
- Implementation of paper "Transferring Robustness for Graph Neural Network Against Poisoning Attacks".☆20Feb 26, 2020Updated 6 years ago
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆41Apr 3, 2023Updated 3 years ago
- Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"☆24May 3, 2023Updated 3 years ago
- Adversarial attacks and defenses on Graph Neural Networks.☆393Feb 22, 2024Updated 2 years ago
- Code for paper: "PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification", IEEE S&P 2024.☆34Aug 10, 2024Updated last year
- Official Implementation of Half-Hop☆20Oct 10, 2023Updated 2 years ago
- code for paper TDGIA:Effective Injection Attacks on Graph Neural Networks (KDD 2021, research track)☆22Nov 5, 2021Updated 4 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.
- ☆23Aug 24, 2020Updated 5 years ago
- G-NIA model from "Single Node Injection Attack against Graph Neural Networks" (CIKM 2021)☆30Jan 11, 2022Updated 4 years ago
- ☆31Oct 10, 2023Updated 2 years ago
- A pytorch adversarial library for attack and defense methods on images and graphs☆1,081Jun 26, 2025Updated 10 months ago
- The code for the "Dynamic Backdoor Attacks Against Machine Learning Models" paper☆16Nov 20, 2023Updated 2 years ago
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆39Oct 17, 2023Updated 2 years ago
- The core code for our paper "Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning".☆23Dec 25, 2023Updated 2 years ago
- The code of Addgraph frame.☆23Sep 29, 2021Updated 4 years ago
- A list of backdoor learning resources☆1,165Jul 31, 2024Updated last year
- 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.
- PyTorch pipeline for Kaggle Jigsaw Toxic Comment Classification Challenge☆11Mar 23, 2018Updated 8 years ago
- A curated list of adversarial attacks and defenses papers on graph-structured data.☆863Dec 15, 2023Updated 2 years ago
- ☆14Nov 12, 2024Updated last year
- Multi-metrics adaptively identifies backdoors in Federated learning☆37Aug 7, 2025Updated 8 months ago
- Defending graph neural networks against adversarial attacks (NeurIPS 2020)☆72Jul 6, 2023Updated 2 years ago
- ☆12Apr 6, 2024Updated 2 years ago
- Injecting watermarks to protein sequences for privacy protection in biosecurity☆10Oct 1, 2024Updated last year