Official repository for AAAI'23 paper: Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinforcement Learning
☆31Nov 26, 2022Updated 3 years ago
Alternatives and similar repositories for G2A2C
Users that are interested in G2A2C are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- G-NIA model from "Single Node Injection Attack against Graph Neural Networks" (CIKM 2021)☆30Jan 11, 2022Updated 4 years ago
- A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21)☆44Sep 18, 2021Updated 4 years ago
- This repository implements Distilled Graph Attention Policy Networks (DGAPNs), a curiosity-driven reinforcement learning model to generat…☆21Jan 21, 2022Updated 4 years ago
- ☆38Oct 16, 2023Updated 2 years ago
- [ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability☆38Nov 27, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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
- An official implementation of "Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective" (KDD 2024)☆12Sep 16, 2024Updated last year
- Graph Injection Adversarial Attack & Defense Dataset , extracted from KDD CUP 2020 ML2 Track☆22Aug 19, 2024Updated last year
- The source code for Adaptive Kernel Graph Neural Network at AAAI2022☆14Feb 23, 2022Updated 4 years ago
- Official repository for ICLR'23 paper: Multi-task Self-supervised Graph Neural Network Enable Stronger Task Generalization☆38Jan 30, 2023Updated 3 years ago
- Deep Reinforcement Learning framework that uses GNN to solve planning tasks for infrastructural assets☆17Jan 15, 2022Updated 4 years ago
- The official source code for Similarity Preserving Adversarial Graph Contrastive Learning (SP-AGCL) at KDD 2023.☆23Jan 18, 2024Updated 2 years ago
- ☆57Oct 5, 2022Updated 3 years ago
- code for paper TDGIA:Effective Injection Attacks on Graph Neural Networks (KDD 2021, research track)☆23Nov 5, 2021Updated 4 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.
- Code for SemEval-16 Task6 subtaskA and subtaskB.☆10Mar 31, 2016Updated 10 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Mar 17, 2022Updated 4 years ago
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆20Jun 17, 2020Updated 6 years ago
- ☆27Feb 28, 2023Updated 3 years ago
- The relevant codes for "GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections".☆14Mar 21, 2024Updated 2 years ago
- Codes for Dual Stealthy Backdoor☆14Feb 10, 2024Updated 2 years ago
- ☆13Jan 30, 2022Updated 4 years ago
- IronMan+alpha: Graph Neural Network and Reinforcement Learning in High-Level Synthesis☆27Jun 24, 2022Updated 4 years ago
- Monitor the reception of a new mobile phone on Twitter to help a business reduce its risk of failure and improve product quality using Ma…☆13Feb 12, 2021Updated 5 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.
- Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized …☆37Jun 27, 2023Updated 3 years ago
- Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks against GNN-Based Fraud Detectors (AAA…☆20Oct 24, 2025Updated 8 months ago
- ICML 2022, Finding Global Homophily in Graph Neural Networks When Meeting Heterophily☆46Jul 25, 2022Updated 3 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆40Aug 2, 2022Updated 3 years ago
- The official implementation of CVPR 2025 paper "Invisible Backdoor Attack against Self-supervised Learning"☆18Jul 5, 2025Updated last year
- PyTorch implementation of GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks☆36Jun 28, 2023Updated 3 years ago
- A curated list of adversarial attacks and defenses papers on graph-structured data.☆860Dec 15, 2023Updated 2 years ago
- Adversarial attacks and defenses on Graph Neural Networks.☆394Feb 22, 2024Updated 2 years ago
- ☆15Feb 5, 2025Updated last year
- 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.
- Graph Transformers for Large Graphs☆22Apr 26, 2024Updated 2 years ago
- [EMNLP 2024] Enhancing High-order Interaction Awareness in LLM-based Recommender Model.☆13Jan 9, 2025Updated last year
- [TMLR] Unsupervised Network Embedding Beyond Homophily (https://arxiv.org/abs/2203.10866) Resources☆11Mar 21, 2023Updated 3 years ago
- De Novo Drug Design by Iterative Multi-Objective Deep Reinforcement Learning with graph-based Molecular Quality Assessment☆16Mar 20, 2023Updated 3 years ago
- ☆28Sep 28, 2021Updated 4 years ago
- Pytorch implementation of EvenNet.☆21Oct 25, 2022Updated 3 years ago
- ☆11Nov 8, 2023Updated 2 years ago