Listing the research works related to risk control based on GNN and its interpretability. 1. we can learn the application of GNN in risk control (including fraud detection). 2. For possible prediction, we can use the interpretability of GNN to explaine how can we get such results.
☆12Sep 24, 2021Updated 4 years ago
Alternatives and similar repositories for GNNApp-Papers
Users that are interested in GNNApp-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fraud detection using Graph Convolutional Networks☆13May 9, 2022Updated 3 years ago
- ☆38Jul 2, 2022Updated 3 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
- Group review spammer detection☆10Sep 9, 2019Updated 6 years ago
- ANOMULY is a general, unsupervised edge anomaly detection framework for multiplex dynamic networks.☆11May 19, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- generative-camouflaged-spam-detector☆11Aug 20, 2020Updated 5 years ago
- TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf☆34Oct 2, 2022Updated 3 years ago
- ☆33Jun 1, 2022Updated 3 years ago
- ☆12Feb 19, 2023Updated 3 years ago
- ☆11Dec 30, 2021Updated 4 years ago
- cogdl based GNN model for anomoly detection on Amazon & YelpChi datasets☆14Sep 3, 2022Updated 3 years ago
- This repository contains the code used in the experimental setup of the paper 'Inductive Graph Representation Learning for Fraud Detectio…☆34May 20, 2023Updated 2 years ago
- Bot Detection in Social Media Accounts: In social media (Facebook, twitter, Instagram) there are multiple bot accounts used by various p…☆12Jul 20, 2020Updated 5 years ago
- Code for Deep Anomaly Detection on Attributed Networks (SDM2019)☆135Sep 13, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Source code of FedAttack.☆11Feb 9, 2022Updated 4 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 3 years ago
- ☆10Mar 31, 2022Updated 4 years ago
- [KDD 2023] Group-based Fraud Detection Network on e-Commerce Platforms☆16Feb 16, 2024Updated 2 years ago
- Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters☆307Oct 11, 2022Updated 3 years ago
- ☆15Jul 26, 2022Updated 3 years ago
- A Molecular Video-derived Foundation Model for Scientific Drug Discovery (Nature Communications 2024)☆24Dec 24, 2024Updated last year
- [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction☆57Nov 22, 2024Updated last year
- BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency☆16Nov 11, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- TNNLS: A Synergistic Approach for Graph Anomaly Detection with Pattern Mining and Feature Learning; CIKM'20: Error-bounded Graph Anomaly …☆42Jul 6, 2023Updated 2 years ago
- ☆17Mar 17, 2022Updated 4 years ago
- StoneSkipping model for detecting Chinese camouflaged spam☆20May 8, 2020Updated 5 years ago
- RGCN model for real-time fraud detection☆11Jan 27, 2023Updated 3 years ago
- We proposed social media bot detection model Botection which exploits both semantic information and user metadata to enhance task perform…☆15Aug 18, 2020Updated 5 years ago
- Source code for "RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot Detection"☆17Apr 13, 2023Updated 3 years ago
- An implementation of Fraud Eagle algorithm☆19Dec 17, 2025Updated 3 months ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆23Nov 4, 2021Updated 4 years ago
- Colab implementation for Fraud Detection in Graph Neural Networks, based on Deep Graph Library (DGL) and PyTorch backend.☆51May 29, 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.
- Gephi tutorials for data visualisation lecture. A Network Tour of Data Science 2019 Fall semester☆12Apr 11, 2021Updated 5 years ago
- implementation of "BotPercent: Estimating Bot Populations in Twitter Communities" at EMNLP 2023, findings☆22Feb 2, 2023Updated 3 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆19Apr 27, 2022Updated 3 years ago
- Implementation of WSDM2019 -- Interactive Anomaly Detection on Attributed Networks☆14Mar 15, 2021Updated 5 years ago
- Rule Learning with Embedding Support☆25Aug 18, 2022Updated 3 years ago
- drugbank相关数据的处理，包括获取药物sdf结构文件，drug相关信息，drug作用相关蛋白信息，drugbank中drug id与其他数据库的映射，protein蛋白相关信息到其他数据库的映射☆25Jun 22, 2021Updated 4 years ago
- Official implementation for GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs (NeurIPS 20…☆20Oct 14, 2022Updated 3 years ago