G-NIA model from "Single Node Injection Attack against Graph Neural Networks" (CIKM 2021)
☆29Jan 11, 2022Updated 4 years ago
Alternatives and similar repositories for G-NIA
Users that are interested in G-NIA 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 paper TDGIA:Effective Injection Attacks on Graph Neural Networks (KDD 2021, research track)☆22Nov 5, 2021Updated 5 years ago
- [ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability☆39Nov 27, 2023Updated 2 years ago
- 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
- The relevant codes for "GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections".☆14Mar 21, 2024Updated 2 years ago
- ☆27Feb 28, 2023Updated 3 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.
- Graph Injection Adversarial Attack & Defense Dataset , extracted from KDD CUP 2020 ML2 Track☆22Aug 19, 2024Updated 2 years ago
- A curated list of adversarial attacks and defenses papers on graph-structured data.☆864Dec 15, 2023Updated 2 years ago
- ☆20Mar 2, 2022Updated 4 years ago
- An official PyTorch implementation of "Certifiably Robust Graph Contrastive Learning" (NeurIPS 2023)☆11Jan 22, 2024Updated 2 years ago
- Balance in Signed Bipartite Networks (CIKM 2019)☆10Jun 22, 2020Updated 6 years ago
- The source code for Adaptive Kernel Graph Neural Network at AAAI2022☆14Feb 23, 2022Updated 4 years ago
- Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".☆226May 31, 2022Updated 4 years ago
- Data and code for "DECOR: Degree-Corrected Social Graph Refinement for Fake News Detection" (KDD 2023)☆25Aug 4, 2023Updated 3 years ago
- source code of KDD 2022 paper "Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN".☆28May 29, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repository contains the official implementation of the paper "Robustness of Graph Neural Networks at Scale" (NeurIPS, 2021).☆30Jul 25, 2023Updated 3 years ago
- ☆57Oct 5, 2022Updated 4 years ago
- source code for signed bipartite graph neural networks(CIKM 2021)☆18Mar 8, 2022Updated 4 years ago
- The code of paper "Adversarial Label-Flipping Attack and Defense for Graph Neural Networks" (ICDM 2020)☆18Mar 19, 2021Updated 5 years ago
- A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).☆89Oct 15, 2024Updated 2 years ago
- Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks against GNN-Based Fraud Detectors (AAA…☆23Oct 24, 2025Updated last year
- Even Sparser Graph Transformers☆13Dec 4, 2024Updated last year
- Codebase used to generate the results for NeurIPS23 "Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directi…☆13Dec 8, 2023Updated 2 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Oct 8, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Temporal-Dynamics Aware Adversarial Attacks on Discrete Time Dynamic Graph Models☆18Oct 19, 2024Updated 2 years ago
- A pytorch adversarial library for attack and defense methods on images and graphs☆1,084Jun 26, 2025Updated last year
- [CIKM 2023] GUARD: Graph Universal Adversarial Defense☆11Feb 27, 2024Updated 2 years ago
- Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)☆128Jul 16, 2022Updated 4 years ago
- ☆12Jul 8, 2022Updated 4 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- Graph Transformers for Large Graphs☆23Apr 26, 2024Updated 2 years ago
- Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem☆20Oct 27, 2021Updated 5 years ago
- code for the NAACL 2021 paper Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention by Microsoft S…☆11Apr 21, 2023Updated 3 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.
- The code repository for Discovering Conflicting Groups in Signed Networks (NeurIPS 2020)☆15Aug 24, 2021Updated 5 years ago
- The official source code for Similarity Preserving Adversarial Graph Contrastive Learning (SP-AGCL) at KDD 2023.☆23Jan 18, 2024Updated 2 years ago
- This is the code of paper: Robust Mid-Pass Filtering Graph Convolutional Networks.(paper accepted by WWW2023)☆13Feb 17, 2023Updated 3 years ago
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆17Oct 1, 2023Updated 3 years ago
- A curated collection of adversarial attack and defense on graph data.☆589Nov 7, 2023Updated 2 years ago
- FANG: Leveraging Social Context for Fake News Detection Using Graph Representation☆75Apr 11, 2022Updated 4 years ago
- Official implementation of the ICML2021 paper "Elastic Graph Neural Networks"☆42Jul 25, 2021Updated 5 years ago