Maritime anomaly detection: A review

M Riveiro, G Pallotta, M Vespe - Wiley Interdisciplinary Reviews …, 2018 - Wiley Online Library
The surveillance of large sea areas normally requires the analysis of large volumes of
heterogeneous, multidimensional and dynamic sensor data, in order to improve vessel traffic …

[HTML][HTML] Artificial Intelligence in Maritime Transportation: A Comprehensive Review of Safety and Risk Management Applications

I Durlik, T Miller, E Kostecka, T Tuński - Applied Sciences, 2024 - mdpi.com
Maritime transportation is crucial for global trade but faces significant risks and operational
challenges. Ensuring safety is essential for protecting lives, the environment, and economic …

[HTML][HTML] The promises and perils of Automatic Identification System data

T Emmens, C Amrit, A Abdi, M Ghosh - Expert Systems with Applications, 2021 - Elsevier
Abstract Automatic Identification System (AIS) is used to identify vessels in maritime
navigation. Currently, it is used for various commercial purposes. However, the abundance …

[HTML][HTML] A novel anomaly detection approach to identify intentional AIS on-off switching

F Mazzarella, M Vespe, A Alessandrini, D Tarchi… - Expert Systems with …, 2017 - Elsevier
Abstract The Automatic Identification System (AIS) is a ship reporting system based on
messages broadcast by vessels carrying an AIS transponder. The recent increase of …

Real-time maritime anomaly detection: Detecting intentional AIS switch-off

I Kontopoulos, K Chatzikokolakis… - … Journal of Big …, 2020 - inderscienceonline.com
Today, most of the maritime surveillance systems rely on the automatic identification system
(AIS), which is compulsory for vessels of specific categories to carry. Anomaly detection …

Intelligent maritime networking with edge services and computing capability

X Su, L Meng, J Huang - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Maritime networks (MNs) typically cover tens to hundreds of kilometers, which can perform
global oceanic observations via the support of maritime low-latency applications. However …

Detection of AIS messages falsifications and spoofing by checking messages compliance with TDMA protocol

M Louart, JJ Szkolnik, AO Boudraa, JC Le Lann… - Digital Signal …, 2023 - Elsevier
Automatic identification system is a navigation aid system that allows vessels to exchange
automatically positions, identity and other information. It improves the safety of the maritime …

Countering real-time stream poisoning: An architecture for detecting vessel spoofing in streams of AIS data

I Kontopoulos, G Spiliopoulos, D Zissis… - 2018 IEEE 16th Intl …, 2018 - ieeexplore.ieee.org
Well poisoning is an ancient war stratagem which was frequently used as a" scorched earth
tactic". Today this tactic has been adapted by malicious attackers to the digital world and …

A novel technique to identify AIS transmissions from vessels which attempt to obscure their position by switching their AIS transponder from normal transmit power …

P Kelly - Expert Systems with Applications, 2022 - Elsevier
Abstract Automatic Identification Systems (AIS) are transponder systems installed on marine
vessels which transmit the location, speed and other vessel details. These signals are …