Machine Learning-Assisted Anomaly Detection in Maritime Navigation Using AIS Data

Sandeep Kumar Singh, Frank Heymann

The automatic identification system (AIS) reports vessels' static and dynamic information, which are essential for maritime traffic situation awareness. However, AIS transponders c…