1 Introduction  
2 Unsupervised Anomaly Detection  
3 Supervised Anomaly Detection  
4 Industrial Manufacturing Setting  
5 Datasets and Metrics  
6 Total Performance Analysis  
7 Future Directions  
8 Conclusions