Graph Injection Adversarial Attack & Defense Dataset , extracted from KDD CUP 2020 ML2 Track
☆22Aug 19, 2024Updated last year
Alternatives and similar repositories for GIAAD
Users that are interested in GIAAD 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 4 years ago
- KDD CUP 2020 ML Track 2 "Adversarial Attacks and Defense on Academic Graph": 1st Place Solution☆19Sep 29, 2020Updated 5 years ago
- This repository contains the official implementation of the paper "Robustness of Graph Neural Networks at Scale" (NeurIPS, 2021).☆30Jul 25, 2023Updated 3 years ago
- Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues (NLP4IF, EMNLP-IJCNLP 2019)☆11Dec 21, 2020Updated 5 years ago
- G-NIA model from "Single Node Injection Attack against Graph Neural Networks" (CIKM 2021)☆29Jan 11, 2022Updated 4 years ago
- 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.
- Adaptive evaluation reveals that most examined adversarial defenses for GNNs show no or only marginal improvement in robustness. (NeurIPS…☆29Nov 17, 2022Updated 3 years ago
- Graph Robustness Benchmark: A scalable, unified, modular, and reproducible benchmark for evaluating the adversarial robustness of Graph M…☆100Nov 6, 2023Updated 2 years ago
- [ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability☆38Nov 27, 2023Updated 2 years ago
- Spectral Graph Attention Network with Fast Eigen-approximation☆11Dec 24, 2021Updated 4 years ago
- A curated list of adversarial attacks and defenses papers on graph-structured data.☆860Dec 15, 2023Updated 2 years ago
- Certifiable Robustness to Graph Perturbations☆14May 8, 2020Updated 6 years ago
- Repository containing the official code for the paper Graph-based Modeling of Online Communities for Fake News Detection.☆22Sep 25, 2020Updated 5 years ago
- Daily reading group on graphs at KEG☆43Jul 19, 2019Updated 7 years ago
- A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models☆35May 26, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆19Jul 25, 2022Updated 4 years ago
- Adversarial attacks and defenses on Graph Neural Networks.☆394Feb 22, 2024Updated 2 years ago
- Apply Iprompt on GLM with innovative new methods. Currently support Chinese QA, English QA and Chinese poem generation.☆20Jun 16, 2022Updated 4 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
- A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21)☆44Sep 18, 2021Updated 4 years ago
- Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering☆13Aug 22, 2023Updated 2 years ago
- A pytorch adversarial library for attack and defense methods on images and graphs☆1,084Jun 26, 2025Updated last year
- Official implementation of our FLAG paper (CVPR2022)☆145Apr 2, 2022Updated 4 years ago
- Hidden backdoor attack on NLP systems☆45Nov 14, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".☆226May 31, 2022Updated 4 years ago
- A curated collection of adversarial attack and defense on graph data.☆588Nov 7, 2023Updated 2 years ago
- An unofficial PyTorch implementation of Unsupervised Data Augmentation☆14Feb 17, 2022Updated 4 years ago
- ☆15Aug 27, 2023Updated 2 years ago
- a general information propagation algorithm for graph learning☆13Jun 15, 2021Updated 5 years ago
- Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".☆43Dec 7, 2020Updated 5 years ago
- Investigating Rumor News using Agreement-Aware Search☆12Feb 25, 2018Updated 8 years ago
- ☆10Feb 22, 2023Updated 3 years ago
- The implementation of paper "Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks"☆13Jun 17, 2021Updated 5 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.
- SCAN: Semi-supervisedly Co-embedding Attributed Networks☆29Oct 31, 2020Updated 5 years ago
- A Multimodal Repository for COVID-19 News Credibility Research☆44Feb 20, 2026Updated 5 months ago
- [TMLR] Unsupervised Network Embedding Beyond Homophily (https://arxiv.org/abs/2203.10866) Resources☆11Mar 21, 2023Updated 3 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Oct 8, 2020Updated 5 years ago
- The pytorch implementation of DCI (SIGIR2021).☆34Apr 20, 2023Updated 3 years ago
- Fact Enhanced News Generation☆12Jul 18, 2023Updated 3 years ago
- Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized …☆37Jun 27, 2023Updated 3 years ago