SAFE-MASS Sociotechnical Array Framework for Evolving Maritime Autonomous Surface Ships

This paper explores the sociotechnical risk management challenges faced by Maritime Autonomous Surface Ships (MASS) with an emphasis on cybersecurity. As the maritime sector increasingly embraces autonomous vessels to enhance efficiency and safety, it confronts new cybersecurity vulnerabilities and challenges. The paper outlines a comprehensive approach to identifying and mitigating cyber risks by examining the sociotechnical considerations within MASS. It underscores the importance of understanding how cyber threats can compromise the interaction between humans and systems, potentially impacting vessel operations performance and safety. Through a detailed description of the Sociotechnical Array Framework for Evolving Maritime Autonomous Surface Ships (SAFE-MASS), which functions as a sociotechnical transition taxonomy, and by explaining how this can be used for securing MASS this research contributes valuable insights into developing safer and more efficient maritime operations, signaling a trans-formative shift in the industry’s future, especially by examining information technology (IT) and operational technology (OT) integration within MASS highlights the critical need for robust cybersecurity measures in this emerging field.

Authors

Institutions

Publication Details

Journal
TransNav the International Journal on Marine Navigation and Safety of Sea Transportation
Published
2026-01-01
DOI
https://doi.org/10.12716/1001.20.01.25
Primary Topic
Maritime Navigation and Safety
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

SAFE-MASS Sociotechnical Array Framework for Evolving Maritime Autonomous Surface Ships

Barbara S. Larsen, Philippe Rauffet, David Espes
TransNav the International Journal on Marine Navigation and Safety of Sea Transportation
Maritime Navigation and Safety
article

SAFE-MASS Sociotechnical Array Framework for Evolving Maritime Autonomous Surface Ships

Barbara S. Larsen, Philippe Rauffet, David Espes
article en

Abstract

This paper explores the sociotechnical risk management challenges faced by Maritime Autonomous Surface Ships (MASS) with an emphasis on cybersecurity. As the maritime sector increasingly embraces autonomous vessels to enhance efficiency and safety, it confronts new cybersecurity vulnerabilities and challenges. The paper outlines a comprehensive approach to identifying and mitigating cyber risks by examining the sociotechnical considerations within MASS. It underscores the importance of understanding how cyber threats can compromise the interaction between humans and systems, potentially impacting vessel operations performance and safety. Through a detailed description of the Sociotechnical Array Framework for Evolving Maritime Autonomous Surface Ships (SAFE-MASS), which functions as a sociotechnical transition taxonomy, and by explaining how this can be used for securing MASS this research contributes valuable insights into developing safer and more efficient maritime operations, signaling a trans-formative shift in the industry’s future, especially by examining information technology (IT) and operational technology (OT) integration within MASS highlights the critical need for robust cybersecurity measures in this emerging field.

TransNav the International Journal on Marine Navigation and Safety of Sea TransportationVol. 20(1)
Université de Bretagne Sud (FR)
Industry, innovation and infrastructure
Openalex Percentile: Top 11%
Maritime Navigation and Safety
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

SAFE-MASS Sociotechnical Array Framework for Evolving Maritime Autonomous Surface Ships — Barbara S. Larsen, Philippe Rauffet, et al. · TransNav the International Journal on Marine Navigation and Safety of Sea Transportation (2026) | TGRS Research Map | TGRS