i.e. Deviation Network.
This repo contains implementation source code from Guansong Pang's Homepage.
You can fast run code on credit card fraud dataset.
- First you need to generate dataset with script
dataset/create_dataset.py. - Then you can run with command
python devnet_kdd19.pywith default arguments. - To test saved model, please modify
test.pyand run it.
Guansong Pang, Chunhua Shen, and Anton van den Hengel. 2019.
Deep Anomaly Detection with Deviation Networks. 👉 https://doi.org/10.1145/3292500.3330871
In The 25th ACM SIGKDDConference on Knowledge Discovery and Data Mining (KDD ’19), August4–8, 2019, Anchorage, AK, USA.ACM, New York, NY, USA, 10 pages.