Scalable Defense

[MinoryHero]

How can I get scalable defense mentioned in the paper?

[sigeisler]

Hi,

Thank you for reaching out and sorry for the delay. If you refer to a specific setting please let me know. As we detail in the readme, e.g.,

python experiments/experiment_train.py with "dataset=cora_ml" "seed=0" "model_params={\"label\": \"Soft Median GDC (T=1.0)\", \"model\": \"RGNN\", \"do_cache_adj_prep\": True, \"n_filters\": 64, \"dropout\": 0.5, \"mean\": \"soft_median\", \"mean_kwargs\": {\"temperature\": 1.0}, \"svd_params\": None, \"jaccard_params\": None, \"gdc_params\": {\"alpha\": 0.15, \"k\": 64}}" "artifact_dir=cache" "binary_attr=False"  "make_undirected=True"

will execute the Soft Median GDC on cora_ml.

Best,
Simon