Yes, DTW could certainly be used in anomaly detection — e.g. if a series is further than X from its nearest neighbor or a cluster centroid, then flag the series as an anomaly. I don’t know of any resources on this topic, unfortunately.

Data scientist working in the financial services industry

Data scientist working in the financial services industry