Cybersecurity of unmanned surface vessels : imeca based assessment and protection against ai powered attacks

• Autorzy: Ivanchenko Oleg , Kharchenko Vyacheslav , Smyrynska Nataliia , Veprytska Olena

Identyfikatory

DOI

10.36163/aon-2024-0004

• Języki publikacji: EN

Abstrakty

EN

The study is devoted to the analysis of cyber security and its impact on the efficiency and safety of the applying single Unmanned Surface Vessels (USVs) and USV swarms (USVS). Based on a review of modern USV systems, a generalized architecture and model are proposed, and the impact of the cyber and physical environment is analyzed. The types of cyberattacks on USVs are systematized taking into account the use of artificial intelligence (AI). The set of scenarios identified as “AI powered attacks against AI powered protection” is clarified considering features of USV/USVS application. Assessment of cyber security of USV/USVSs is carried out using the IMECA (Intrusion Modes and Effects Criticality Analysis) technique and Security Informed Safety (SIS) approach. Illustrative examples of IMEСA based analysis of USV cyber assets/digital systems are provided taking into account specific threats, vulnerabilities, attacks and their effects for systems security and safety.

Słowa kluczowe

EN

unmanned surface vessel; threats; vulnerabilities; IMECA; AI powered attacks; countermeasures

• Wydawca: Polskie Forum Nawigacyjne
• Czasopismo: Annual of Navigation
• Rocznik: 2024
• Tom: No. 29
• Strony: 35--37
• Opis fizyczny: Bibliogr. 2 poz., rys.

Twórcy

autor

Ivanchenko Oleg

• Naval Institute of the National University “Odessa Maritime Academy” Odesa, Ukraine

autor

Kharchenko Vyacheslav

• National Aerospace University “Kharkiv Aviation Institute” Kharkiv, Ukraine

autor

Smyrynska Nataliia

• Naval Institute of the National University “Odessa Maritime Academy” Odesa, Ukraine

autor

Veprytska Olena

• National Aerospace University “Kharkiv Aviation Institute” Kharkiv, Ukraine

Bibliografia

• 1. Illiashenko O., Kharchenko V., Babeshko I., Fesenko H., & Di Giandomenico, F. Security-Informed Safety Analysis of Autonomous Transport Systems Considering AI-Powered Cyberattacks and Protection. Entropy 25.8 (2023) 1123.
• 2. Veprytska O., Kharchenko V., Analysis of AI powered attacks and protection of UAV assets: quality model-based assessing cybersecurity of mobile system for demining, IntelITSIS’2024 (2024).