decaf_code

This is the source code for the paper: Enhancing Fairness in Autoencoders for Node-Level Graph Anomaly Detection.

Our slides are here.

env

The environment install:

conda env create -f environment/cfgad_env.yml
conda activate cfgad

dataset

outlier inject

outlier injection example:

python outlier_injection.py --dataset {dataset} --model {model} -outlier_type {outlier_type}

outlier detection eval

outlier detection eval example:

python outlier_detection_eval.py --dataset {dataset} --model {model} -outlier_type {outlier_type}