xinleihe / GNNStealing
☆31Updated 2 years ago
Alternatives and similar repositories for GNNStealing:
Users that are interested in GNNStealing are comparing it to the libraries listed below
- ☆27Updated last year
- [IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, …☆22Updated 3 years ago
- ☆14Updated 3 years ago
- ☆53Updated 2 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆45Updated last year
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆45Updated last year
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆47Updated 2 years ago
- Code for ML Doctor☆85Updated 5 months ago
- A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21)☆36Updated 3 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Updated 2 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆68Updated 11 months ago
- ☆67Updated 2 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 2 years ago
- verifying machine unlearning by backdooring☆19Updated last year
- ☆10Updated 4 years ago
- Membership Inference Attack against Graph Neural Networks☆12Updated 2 years ago
- ☆23Updated 2 years ago
- ☆24Updated 3 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆64Updated 3 years ago
- Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"☆21Updated last year
- Privacy attacks on Split Learning☆37Updated 3 years ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆58Updated 3 months ago
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆37Updated 3 years ago
- Official implementation of "Graph Unlearning" (ACM CCS 2022)☆42Updated last year
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆17Updated 3 months ago
- FLTracer: Accurate Poisoning Attack Provenance in Federated Learning☆20Updated 7 months ago
- ☆24Updated last year
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆21Updated 5 years ago
- ☆41Updated 3 years ago
- ☆64Updated 4 years ago