TY - JOUR
T1 - Symbolic and Safety-Centric Formal Verification of MAVLink for Autonomous eVTOL Systems
AU - Mak, Bing
AU - Yang, Jingda
AU - Chen, Juntao
AU - Ratazzi, Paul
AU - Wang, Ying
N1 - Publisher Copyright:
© 2025 IEEE. All rights reserved.
PY - 2025
Y1 - 2025
N2 - The growing use of autonomous electric Vertical Takeoff and Landing (A-eVTOL) vehicles demands secure and reliable command and control (C2) communication to meet stringent safety and regulatory requirements. MAVLink (Micro Air Vehicle Link), a lightweight protocol widely adopted in UAV systems, lacks standardized encryption and authentication mechanisms, exposing it to critical threats such as spoofing and message tampering. This paper presents a formal verification framework that models MAVLink’s behavior in the context of A-eVTOL operations. We identify how its vulnerabilities, tolerable in traditional UAV use, are amplified under eVTOL specific constraints such as real-time responsiveness, autonomy, and fail-safe guarantees. To the best of our knowledge, this is the first work to formally analyze MAVLink in a safety critical eVTOL setting, revealing attack paths and proposing formally guided cryptographic mitigation strategies tailored to autonomous flight. Our findings offer new insights for certifying lightweight protocols in next generation aerial mobility systems.
AB - The growing use of autonomous electric Vertical Takeoff and Landing (A-eVTOL) vehicles demands secure and reliable command and control (C2) communication to meet stringent safety and regulatory requirements. MAVLink (Micro Air Vehicle Link), a lightweight protocol widely adopted in UAV systems, lacks standardized encryption and authentication mechanisms, exposing it to critical threats such as spoofing and message tampering. This paper presents a formal verification framework that models MAVLink’s behavior in the context of A-eVTOL operations. We identify how its vulnerabilities, tolerable in traditional UAV use, are amplified under eVTOL specific constraints such as real-time responsiveness, autonomy, and fail-safe guarantees. To the best of our knowledge, this is the first work to formally analyze MAVLink in a safety critical eVTOL setting, revealing attack paths and proposing formally guided cryptographic mitigation strategies tailored to autonomous flight. Our findings offer new insights for certifying lightweight protocols in next generation aerial mobility systems.
KW - eVTOL Communications
KW - Formal Verification
KW - MAVLink Security
KW - Vulnerability Detection
UR - https://www.scopus.com/pages/publications/105016469638
UR - https://www.scopus.com/pages/publications/105016469638#tab=citedBy
U2 - 10.1109/LNET.2025.3610580
DO - 10.1109/LNET.2025.3610580
M3 - Article
AN - SCOPUS:105016469638
SN - 2576-3156
JO - IEEE Networking Letters
JF - IEEE Networking Letters
ER -