Automotive Cybersecurity: From Risk Assessment to Mitigation
Doctoral thesis, 2025

As road vehicles are increasingly defined by their software capabilities and connected service infrastructure, it has become widely accepted that cybersecurity is vital to keep road users and their environment safe and secure. Failures of vehicular cybersecurity can lead to loss of life, severe
injuries, financial losses and breaches of privacy.

Automotive system development faces several challenges, including long development lead times and system life-times, highly heterogeneous hardware, multi-tiered supply chains and legal, safety and real-time requirements. These challenges frame the available design choices. An effective cybersecurity concept must be rooted in a thorough understanding of the risks associated with connected vehicles. Furthermore, efficient processes are essential for responding to newly discovered vulnerabilities and incidents. This thesis aims to deepen our understanding of these issues through three primary objectives: (1) to explore the systematization of threat analysis and risk assessment to facilitate cybersecurity requirements engineering, (2) to examine how cybersecurity engineering processes can be implemented to address cybersecurity issues effectively, and (3) to analyze the influence of automotive technology on the design of cybersecurity measures.

The first part of this thesis focuses on risk assessment and standardization by (a) developing a risk assessment methodology which influenced ISO/SAE 21434, an automotive cybersecurity engineering standard, (b) updating the risk assessment methodology to fully align with the standard, and (c) critically analyzing ISO/SAE 21434 to identify conceptual weaknesses, while proposing improvements to its threat analysis and risk assessment framework, and vulnerability and incident handling processes. The second part focuses on the design and implementation of risk mitigation measures by examining (i) common automotive cybersecurity design issues, (ii) memory exploitation and protection techniques for resource-constrained electronic control units, (iii) the impact of the CAN bus’s technical constraints on authentication protocols and (iv) the potential of 5G telecommunication technology to strengthen security in vehicle-to-everything communication.

Automotive Risk Assessment

Vulnerability Management

Incident Handling

ISO/SAE~21434

Automotive Cybersecurity

V2X Security

CAN authentication

In-Vehicle Network

Memory Protection

EA, EDIT building, Hörsalsvägen 9-11, Gothenburg
Opponent: Prof. Panagiotis Papadimitratos, KTH Royal Institute of Technology, Sweden

Author

Aljoscha Lautenbach

Chalmers, Computer Science and Engineering (Chalmers), Computer and Network Systems

Gap analysis of ISO/SAE 21434 – Improving the automotive cybersecurity engineering life cycle

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC,;(2023)p. 1904-1911

Paper in proceeding

Proposing HEAVENS 2.0 – an automotive risk assessment model

Proceedings - CSCS 2021: ACM Computer Science in Cars Symposium,;(2021)

Paper in proceeding

A Preliminary Security Assessment of 5G V2X

IEEE Vehicular Technology Conference,;Vol. 2019-April(2019)

Paper in proceeding

Understanding Common Automotive Security Issues and Their Implications

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),;Vol. 11552 LNCS(2019)p. 19-34

Paper in proceeding

What the Stack? On Memory Exploitation and Protection in Resource Constrained Automotive Systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),;Vol. 10707 LNCS(2018)p. 185-193

Paper in proceeding

In-vehicle CAN message authentication: An evaluation based on industrial criteria

IEEE Vehicular Technology Conference,;Vol. 2017-September(2017)p. 2413-2419

Paper in proceeding

A risk assessment framework for automotive embedded systems

CPSS '16: Proceedings of the 2nd ACM International Workshop on Cyber-Physical System Security,;(2016)p. 3-14

Paper in proceeding

Cyber Resilience for Vehicles - Cybersecurity for automotive systems in a changing environment - phase1 (CyReV)

VINNOVA (2018-05013), 2019-04-01 -- 2021-03-31.

Holistiskt angreppssätt att förbättra datasäkerhet (HoliSec)

VINNOVA (2015-06894), 2016-04-01 -- 2019-03-31.

Cyber Resilience for Vehicles - Cybersecurity for automotive systems in a changing environment (CyReV phase 2)

VINNOVA (2019-03071), 2019-01-10 -- 2022-03-31.

HEAling Vulnerabilities to ENhance Software Security and Safety (HEAVENS)

VINNOVA (2012-04625), 2013-04-01 -- 2016-03-31.

RICS2: Resilient Information and Control Systems

Swedish Civil Contingencies Agency, 2021-01-01 -- 2023-12-31.

RIOT: Resilient Internet of Things

Swedish Civil Contingencies Agency (MSB2018-12526), 2019-01-01 -- 2023-12-31.

Areas of Advance

Information and Communication Technology

Transport

Subject Categories (SSIF 2025)

Communication Systems

Transport Systems and Logistics

Embedded Systems

Security, Privacy and Cryptography

Computer Systems

ISBN

978-91-8103-223-9

Doktorsavhandlingar vid Chalmers tekniska högskola. Ny serie: 5681

Publisher

Chalmers

EA, EDIT building, Hörsalsvägen 9-11, Gothenburg

Opponent: Prof. Panagiotis Papadimitratos, KTH Royal Institute of Technology, Sweden

More information

Latest update

10/10/2025