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Maritime anomaly detection: A review
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 …
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
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 …
challenges. Ensuring safety is essential for protecting lives, the environment, and economic …
[HTML][HTML] The promises and perils of Automatic Identification System data
Abstract Automatic Identification System (AIS) is used to identify vessels in maritime
navigation. Currently, it is used for various commercial purposes. However, the abundance …
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
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 …
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 …
(AIS), which is compulsory for vessels of specific categories to carry. Anomaly detection …
Intelligent maritime networking with edge services and computing capability
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 …
global oceanic observations via the support of maritime low-latency applications. However …
Enhancing maritime cybersecurity through operational technology sensor data fusion: A comprehensive survey and analysis
Cybersecurity is becoming an increasingly important aspect in ensuring maritime data
protection and operational continuity. Ships, ports, surveillance and navigation systems …
protection and operational continuity. Ships, ports, surveillance and navigation systems …
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 …
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
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 …
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 …
vessels which transmit the location, speed and other vessel details. These signals are …