
Vehicle Cybersecurity Benchmarking
Understand what the industry is doing.
Industry standards, guidelines and implementation frameworks help establish the direction for automotive cybersecurity. Turning those requirements into working vehicle systems involves detailed engineering choices about architectures, integration, protection measures and validation.
Our vehicle cybersecurity benchmarking investigations examine how security is implemented in practice, giving OEMs and suppliers technical evidence to inform their own development decisions.
Why benchmark?
What do you need to discover?
An engineering specification only tells part of the story. The interesting details are in how a system has actually been built, integrated and protected. Our vehicle cybersecurity benchmarking investigations bring the details into view, helping OEMs and suppliers make better decisions about investment, technology and future development.
How does your cybersecurity roadmap compare with what other manufacturers are implementing? Understand where you're aligned with the industry, where you're ahead and where your next investment will matter most.
01 /
Are we investing in the
right areas?
Explore how early adopters have implemented new technologies in real vehicles. From system architecture and packaging to integration choices and engineering checks, understand the decisions behind working solutions.
02 /
How did they get that into production?
Get into the technical details behind published standards. Investigate how security is implemented across individual components, vehicle networks and connected systems, and understand how those measures work together.
03 /
What is really happening inside the vehicle?
Use the findings to identify opportunities, develop countermeasures and shape validation plans. Give your engineering team detailed evidence and practical recommendations to help decide what happens next.
04 /
What should we develop or validate next?

Inside the investigation
From a single component to the wider industry
Our vehicle cybersecurity benchmarking support can begin with a single ECU or security technology, and extend to an entire vehicle architecture, comparisons between manufacturers or the connected systems surrounding them. The scope depends on what your team needs to understand, from how a specific protection measure works, to the engineering choices behind its implementation in production.
At our UK Technical Centre, our engineers investigate real vehicles and electronic systems, examining hardware, software, vehicle communications and, where relevant, firmware.
We explore how security measures have been designed and integrated, identifying the technical decisions, practical challenges and potential limitations that can inform your own engineering and development programmes.

What you take away
The details behind
better decisions
Every benchmarking investigation produces detailed findings that stand up to technical scrutiny. Our reports bring together the engineering evidence, data and analysis from your investigation, explaining how security measures have been implemented and what we've learned from examining them. We then turn those findings into clear, practical recommendations.
Whether you're reviewing your cybersecurity roadmap, assessing an emerging technology, developing countermeasures or planning future validation, you get the evidence and insight your engineers need to make better decisions.

Clear, well-structured reports with engineering evidence, analysis and findings from your investigation.
Detailed technical reports
Test results, comparisons and data to help you understand how security measures perform in practice.
Supporting data
Evidence-based recommendations your engineering team can act on, tailored to your specific questions.
Real-world recommendations
We'll walk you through the findings, explore the implications for your programme and support your team with follow-up questions.
Technical discussions

Cyber benchmarking case study
Who is setting the standard
for OTA Updates?
A global automotive consortium wanted a clearer understanding of how over-the-air technology was being implemented across the industry. Which manufacturers were leading, what engineering choices had been made, and what could the wider market learn from them?
Mobility Cyber Labs supported the benchmarking work, helping investigate real-world OTA implementations and build a stronger technical basis for comparison. The result was a clearer view of current practice and better evidence to inform future guidelines, technology decisions and development priorities.
Start an investigation
Have a particular vehicle in mind?

We understand the importance of confidentiality in automotive development. If you'd prefer to discuss your requirements directly, we're happy to arrange a call and put an NDA in place before exploring the technical details.
Let's talk benchmarking
What would you like us to investigate?
Have a specific vehicle, component or security technology in mind? Or perhaps you'd like to understand more about the vehicles and systems we've benchmarked previously. Tell us what you're interested in, and we'll connect you with our engineers to discuss the possibilities, what we can investigate and the next steps.
Confidentiality as standard
We regularly work with OEMs and suppliers on confidential engineering projects. We're happy to review your NDA or arrange a mutual NDA before discussing sensitive technical details.
Already have a brief?
You can contact our engineering team directly at:
info@mobilitycyberlabs.com


