SunwooKimstar / DAGMM

DAGMM

DEEP AUTOENCODING GAUSSIAN MIXTURE MODEL FOR UNSUPERVISED ANOMALY DETECTION link

Unofficial DAGMM Implementation

• DAGMM Structure

• Dataset

  • KDDCUP

• Dimensionality Reduction + Reconstruction error

• Result

Precision	Recall	F1-Score	ROC-AUC
0.8427	0.9306	0.9432	99.11

References

• Pytorch- DAGMM link