Pinned

1. GAP GAP Public

   GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

   Jupyter Notebook 40 12

2. ProGAP ProGAP Public

   ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees (WSDM 2024)

   Jupyter Notebook 5 2

3. LPGNN LPGNN Public

   Locally Private Graph Neural Networks (ACM CCS 2021)

   Jupyter Notebook 43 15

4. NPGLM NPGLM Public

   Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)

   Jupyter Notebook 17 2

5. TML TML Public

   AIDA Short Course: An Introduction to Trustworthy Machine Learning

   Jupyter Notebook 6

6. LDP-mechanisms LDP-mechanisms Public

   PyTorch implementation of a number of mechanisms in local differential privacy

   Python 13 2