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Guansong Pang Chunhua Shen Anton van den Hengel

Abstract
Code Repositories
robeespi/Weakly-Supervised-Malware-Detection
tf
Mentioned in GitHub
xuhongzuo/DeepOD
pytorch
GuansongPang/deviation-network
Official
tf
Mentioned in GitHub
Ryosaeba8/Anomaly_detection
pytorch
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| anomaly-detection-on-census | DevNet | AUC: 0.828 Average Precision: 0.321 |
| anomaly-detection-on-thyroid | DevNet | AUC: 0.783 Average Precision: 0.274 |
| fraud-detection-on-kaggle-credit-card-fraud | DevNet | AUC: 0.98 Average Precision: 0.69 |
| network-intrusion-detection-on-nb15-backdoor | DevNet | AUC: 0.969 Average Precision: 0.883 |
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