This repository aims to provide links to works about privacy attacks and privacy preservation on graph data with Graph Neural Networks (GNNs).
☆23May 25, 2023Updated 3 years ago
Alternatives and similar repositories for awesome-gnn-privacy
Users that are interested in awesome-gnn-privacy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆51Jul 3, 2023Updated 3 years ago
- ☆17Oct 11, 2021Updated 4 years ago
- ☆10Oct 18, 2021Updated 4 years ago
- ☆13Sep 26, 2024Updated last year
- ☆27Jul 22, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Locally Private Graph Neural Networks (ACM CCS 2021)☆50Jun 10, 2026Updated 3 weeks ago
- [CIKM 2023] Towards Fair Graph Neural Networks via Graph Counterfactual.☆14Mar 4, 2025Updated last year
- Open source code for paper "EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks".☆28Jul 8, 2022Updated 4 years ago
- ☆31Feb 10, 2022Updated 4 years ago
- ☆13Jun 11, 2021Updated 5 years ago
- Code for "Graph Contrastive Learning with Cohesive Subgraph Awareness"☆20Feb 29, 2024Updated 2 years ago
- ☆98Jul 5, 2024Updated 2 years ago
- Implementation of Adversarial Privacy Graph Embedding in TensorFlow☆21Jun 12, 2020Updated 6 years ago
- ☆19Mar 28, 2022Updated 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.
- Collection of all the papers talking about/relevant to the topic of privacy-preserving LLMs☆42Feb 10, 2025Updated last year
- Fight for future.☆10Oct 29, 2022Updated 3 years ago
- [IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, …☆23Sep 7, 2021Updated 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
- ☆10Sep 16, 2021Updated 4 years ago
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆46Nov 25, 2019Updated 6 years ago
- ☆11Feb 23, 2023Updated 3 years ago
- The official source code for Similarity Preserving Adversarial Graph Contrastive Learning (SP-AGCL) at KDD 2023.☆23Jan 18, 2024Updated 2 years ago
- MolKGNN is a deep learning model for predicting biological activity or molecular properties. It features in 1. SE(3)-invariance 2. confor…☆14Jan 22, 2024Updated 2 years ago
- 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.
- ☆30May 8, 2023Updated 3 years ago
- My future research☆413Jun 10, 2023Updated 3 years ago
- GOODAT: Towards Test-time Graph Out-of-Distribution Detection☆12Mar 18, 2024Updated 2 years ago
- 马克思主义原理机考满分☆10Jan 5, 2020Updated 6 years ago
- ☆32Aug 7, 2023Updated 2 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 7 years ago
- This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning☆11Nov 24, 2023Updated 2 years ago
- ☆13Jul 12, 2022Updated 3 years ago
- ☆11Mar 8, 2024Updated 2 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.
- ☆15Nov 22, 2023Updated 2 years ago
- ☆10Dec 30, 2021Updated 4 years ago
- An official PyTorch implementation of "Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels" (WSDM 2022))☆34Jul 5, 2022Updated 4 years ago
- The open source code for ICDM2022 paper "Unifying Graph Contrastive Learning with Flexible Contextual Scopes"☆21Oct 3, 2022Updated 3 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 2 years ago
- Awesome Graph Condensation Papers, [TKDE 25] Graph Condensation: A Survey.☆51Jul 1, 2025Updated last year
- Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"☆15Oct 1, 2023Updated 2 years ago