AhaChang / DEFEND

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Fairness-aware Attributed Graph Anomaly Detection

Requirements

This code requires the following:

  • Python==3.8
  • PyTorch==1.11.0+cu113
  • torch_geometric==2.4.0
  • pygod==1.0.0

Usage

Take Reddit dataset as an example:

python train.py --data reddit --alpha 0.5 --gamma 1.5 --weight_corr 1e-10 --num_trial 10 --lr0 0.001

Dataset

The Reddit and Twitter datasets are released by FairGAD.

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