README.md

Credit-Card-Fraud-Detection-with-Anomaly-Detection

This is official code implementation of TAAI 2021 Best Paper Award paper: Locally Interpretable One Class Anomaly Detection for Credit Card Fraud Detection.

Datasets

• https://www.kaggle.com/mlg-ulb/creditcardfraud

How To Use

Step1

Place CCFD dataset into /datasets/Kaggle_CCFD .

Step2

python3 main.py --mode train
python3 main.py --mode test
python3 main.py --mode explainer

Run Pyod Experiments

Step1

Use function writeToCsv() in split.py to split dataset into training set and testing set.

Step2

Run the .py in /pyod directly, eg.

cd pyod
python3 ocnn.py