Title | ||
---|---|---|
Maritime Anomaly Detection of Malicious Data Spoofing and Stealth Deviations from Nominal Route Exploiting Heterogeneous Sources of Information |
Abstract | ||
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Based on a proper stochastic formulation of the vessel dynamic, exploiting piecewise Ornstein-Uhlenbeck (OU) mean-reverting processes, we propose an effective anomaly detection procedure to jointly reveal Automatic Identification System (AIS) data spoofing and/or surreptitious deviations from the planned route. Supported by reliable information from monitoring systems (coastal radars and spaceborn... |
Year | Venue | Keywords |
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2021 | 2021 IEEE 24th International Conference on Information Fusion (FUSION) | Spaceborne radar,Radar detection,Stochastic processes,Sea measurements,Radar tracking,Sensor systems,Sensors |
DocType | ISBN | Citations |
Conference | 978-1-7377497-1-4 | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Enrica d’Afflisio | 1 | 0 | 0.34 |
Paolo Braca | 2 | 1 | 0.69 |
Luigi Chisci | 3 | 0 | 0.34 |
Giorgio Battistelli | 4 | 0 | 0.34 |
Peter Willett | 5 | 0 | 0.34 |