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  1. GAP GAP Public

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

    Jupyter Notebook 40 11

  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 14

  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