Adversarial waypoint injection attacks on Maritime Autonomous Surface Ships (MASS) collision avoidance systems

G Longo, M Martelli, E Russo, A Merlo… - Journal of Marine …, 2024‏ - Taylor & Francis
Autonomous navigation is currently subject to particular interest for naval and commercial
vessels. In addition to the regulatory effort, several pieces of research tackled the …

Generative AI threats to Maritime Navigation Using Deceptive ISAR Images

AH Oveis, G Meucci, F Mancuso, F Berizzi… - IEEE …, 2024‏ - ieeexplore.ieee.org
The state of the art in deepfake technology demonstrates rapid technological evolution.
Machine learning algorithms are becoming increasingly talented at generating synthetic yet …

SHAP-Assisted Resilience Enhancement Against Adversarial Perturbations in Optical and SAR Image Classification

AH Oveis, A Cantelli-Forti, E Giusti… - … and Remote Sensing …, 2025‏ - ieeexplore.ieee.org
The increasing reliance on convolutional neural networks (CNNs) for automatic target
recognition (ATR) in critical applications necessitates robust defenses against adversarial …

[PDF][PDF] Understanding Emerging Cyber Attacks and Vulnerabilities Targeting Maritime Systems

G Longo - 2024‏ - sebd2024.unica.it
This paper provides an overview of the emerging threat landscape in the maritime industry,
focusing on recently discovered vulnerabilities and exploits targeting boats and their …

Insights from Field Experience: Digital Forensics of Event and Voyage Data Recorders in Transportation Systems Accident Investigation

A CANTELLI-FORTI, G Longo, AH Oveis, E Russo - 2024‏ - researchsquare.com
Commonly perceived as essential tools for transportation accident investigators, black boxes
named Voyage Data Recorders (VDR) and Event Data Recorders (EDR), yet often prove …