[HTML][HTML] Developments and research directions in maritime cybersecurity: A systematic literature review and bibliometric analysis

V Bolbot, K Kulkarni, P Brunou, OV Banda… - International Journal of …, 2022 - Elsevier
Ships and maritime infrastructure are becoming increasingly interconnected as the maritime
industry is undergoing the industry 4.0 revolution. This development is associated with novel …

[HTML][HTML] Anomaly detection in maritime AIS tracks: A review of recent approaches

K Wolsing, L Roepert, J Bauer, K Wehrle - Journal of Marine Science and …, 2022 - mdpi.com
The automatic identification system (AIS) was introduced in the maritime domain to increase
the safety of sea traffic. AIS messages are transmitted as broadcasts to nearby ships and …

[HTML][HTML] Incorporation of AIS data-based machine learning into unsupervised route planning for maritime autonomous surface ships

H Li, Z Yang - Transportation Research Part E: Logistics and …, 2023 - Elsevier
Abstract Maritime Autonomous Surface Ships (MASS) are deemed as the future of maritime
transport. Although showing attractiveness in terms of the solutions to emerging challenges …

[HTML][HTML] AIS data vulnerability indicated by a spoofing case-study

A Androjna, M Perkovič, I Pavic, J Mišković - Applied Sciences, 2021 - mdpi.com
This paper takes a close look at the landscape of the Automatic Identification System (AIS)
as a major source of information for maritime situational awareness (MSA) and identifies its …

AIS-based maritime anomaly traffic detection: A review

CV Ribeiro, A Paes, D de Oliveira - Expert Systems with Applications, 2023 - Elsevier
Maritime transportation plays an essential role in global trade. Due to the huge number of
vessels worldwide, there is also a non-negligible volume of Maritime incidents such as …

[HTML][HTML] Managing cyber security risks of the cyber-enabled ship

G Kavallieratos, S Katsikas - Journal of Marine Science and Engineering, 2020 - mdpi.com
One aspect of the digital transformation process in the shipping industry, a process often
referred to as Shipping 4.0, is the increased digitization of on board systems that goes along …

[HTML][HTML] Cyber risk management for autonomous passenger ships using threat-informed defense-in-depth

A Amro, V Gkioulos - International Journal of Information Security, 2023 - Springer
Recent innovations in the smart city domain have led to the proposition of a new mode of
transportation utilizing Autonomous Passenger Ships (APS) or ferries in inland waterways …

Assessing cyber risk in cyber-physical systems using the ATT&CK framework

A Amro, V Gkioulos, S Katsikas - ACM Transactions on Privacy and …, 2023 - dl.acm.org
Autonomous transport is receiving increasing attention, with research and development
activities already providing prototype implementations. In this article we focus on …

A2RID—Anonymous Direct Authentication and Remote Identification of Commercial Drones

E Wisse, P Tedeschi, S Sciancalepore… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The recent worldwide introduction of RemoteID (RID) regulations forces all unmanned
aircrafts (UAs), also known as drones, to broadcast in plaintext on the wireless channel their …

[HTML][HTML] A triggering mechanism for cyber-attacks in naval sensors and systems

WC Leite Junior, CC de Moraes, CEP de Albuquerque… - Sensors, 2021 - mdpi.com
In the maritime sector, the integration of radar systems, Automatic Identification System (AIS)
and Electronic Chart Display and Information System (ECDIS) through digital technologies …