/PDNS-Net

Passive DNS Dataset of Domain Resolutions

Primary LanguageJupyter Notebook

PDNS-Net

Passive DNS Dataset of Domain Resolutions

Repository Structure

Dataset, data loaders, statistics and experiments of the Passive DNS Dataset available in following file and directories.

  • data/DNS_2m - Raw data of PDNS-Net 2 months graph
  • src - Data loaders and utilities for experiments
  • experiments - Notebooks containing various GNN experiments on the dataset
  • PyG Dataset Temporal.ipynb - Notebook with an example code to load the dataset
  • Statistics.ipynb - Statistics of the dataset presented in the paper

Citation

Please check the following publication for details:

@article{pdnsnet,
  title={PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning},
  author={Kumarasinghe, Udesh and Deniz, Fatih and Nabeel, Mohamed},
  journal={arXiv preprint arXiv:2203.07969},
  year={2022}
}