Bringing DevSecOps to V-Shaped Development

Mayhem Team
December 15, 2023
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Watch the recording of our full workshop, "How to Bring DevSecOps to V-Shaped Development," to learn about proactive ways to deal with common security challenges in the automotive industry:

The automotive industry is witnessing a paradigm shift in its reliance on software for vehicle functionality. From advanced driver-assistance systems (ADAS) to in-car entertainment, software has become a critical component in modern vehicles. With this increased dependence on software, the need for robust security measures has never been more apparent.

In this blog post, we'll explore how automotive organizations can seamlessly incorporate DevSecOps into the V-shaped development model and enhance security in the automotive software development process.

Challenges in Automotive Security

Cybersecurity is a top concern among automakers. The average vehicle on the road has around 100 million lines of code. The complexity escalates further when considering the entire vehicle ecosystem, encompassing third-party software, service subscriptions, and cloud-connected software. 

Challenges inherent in securing automotive systems include:

Distributed Systems

Modern automotive systems are intricate webs of interconnected components. From sensors to control units and communication networks, the complexity of distributed systems poses a significant challenge. The interaction between these components must be meticulously managed to ensure security. With each component acting as a potential entry point for attackers, the distributed nature of automotive software demands a robust strategy to identify and mitigate vulnerabilities effectively.

Push for New Features

The automotive industry is experiencing a constant push for innovation and new features. While this drive enhances user experience and keeps vehicles on the cutting edge, it introduces challenges for security. The rapid development and integration of new features may inadvertently introduce vulnerabilities. 

Balancing the need for innovation with stringent security measures is a delicate task. DevOps practices are embraced to speed up feature delivery, but integrating security seamlessly into this accelerated development cycle remains a formidable challenge.

Patching Difficulty

Once automotive software is deployed, the ability to patch vulnerabilities becomes a significant hurdle. Unlike traditional software, vehicles may not receive regular updates, and patching mechanisms are not as straightforward. 

The process of updating software in vehicles often involves complex logistics, making it challenging to implement timely fixes. This difficulty in patching creates an extended window of vulnerability, emphasizing the importance of preemptive testing and identification of potential issues during the development phase.

Understanding the V-Shaped Development Model

The V-shaped development model, known for its verification and validation phases, holds a significant place in the automotive industry. It involves a structured approach where development and testing activities are tightly integrated. 

The V-shaped model emphasizes a sequential process of development, where each phase must be completed before the next one begins. The model takes the shape of the letter "V" because of the sequential progression of phases, forming a downward slope before rising up on the right side, representing the progression from requirements to coding and finally to testing.

The Need for DevSecOps in Automotive Software Development

As automotive systems become more complex, the potential for security vulnerabilities also increases. Traditional approaches to security, often introduced in the later stages of development, are proving insufficient. 

DevSecOps, an evolution of the DevOps philosophy, emphasizes the integration of security practices from the very beginning of the software development process. Traditionally, security was often treated as an afterthought, leading to reactive measures that were less effective and more time-consuming. DevSecOps breaks down silos between development, security, and operations teams, fostering collaboration and ensuring security is inherent at every stage.

Key Components of DevSecOps in Automotive Software Development

Shift-Left Security

DevSecOps advocates for a "shift-left" approach, meaning security considerations are introduced early in the development lifecycle. By identifying and addressing security issues at the outset, automotive organizations can significantly reduce the risk of vulnerabilities surfacing later in the process.

Continuous Integration and Continuous Delivery (CI/CD)

The CI/CD pipeline plays a crucial role in DevSecOps. Automation of testing, including security testing, ensures that every code change is thoroughly scrutinized for vulnerabilities before deployment. This reduces the likelihood of introducing security flaws into the production environment.

Collaboration Across Teams

DevSecOps promotes a culture of collaboration among development, security, and operations teams. This ensures that security considerations are not treated in isolation but are an integral part of the decision-making process. Regular communication and shared responsibilities contribute to a more secure software development ecosystem.

Automated Security Testing

Automated security testing tools are a cornerstone of DevSecOps. These tools continuously assess code for potential vulnerabilities, providing quick feedback to developers. By automating this process, organizations can identify and remediate security issues in real-time, reducing the window of exposure.

Threat Modeling

Incorporating threat modeling into the development process allows teams to proactively identify potential threats and vulnerabilities. By understanding the threat landscape, developers can implement security measures that are specifically tailored to mitigate potential risks.

How to ImplementDevSecOps in Automotive Software Development

1. Embrace a Cultural Shift

Foster a culture of collaboration and shared responsibility. Encourage open communication between development, security, and operations teams to ensure a unified approach to security.

2. Integrate Security into CI/CD Pipelines

Implement automated security testing into your CI/CD pipelines. This ensures that security assessments are conducted consistently with each code change, minimizing the chances of deploying vulnerable code.

3. Prioritize Threat Modeling

Incorporate threat modeling sessions into the planning phase of your software development. Understand potential threats and vulnerabilities specific to your automotive software, allowing for targeted security measures.

4. Continuous Learning and Improvement

DevSecOps is an iterative process. Regularly review and update security practices based on feedback, incidents, and emerging threats. Continuous learning and improvement are fundamental to maintaining a robust security posture.

Introducing Mayhem: DevSecOps in Action

Mayhem, a dynamic security testing platform, is effective in integrating with V-shaped development and is specifically tailored for the automotive sector.

Behavioral Testing with Mayhem

Mayhem uses behavioral testing to understand how software behaves under various conditions, bringing a realistic perspective to testing. This capability is especially crucial for automotive software, where real-world conditions significantly impact performance.

Identifying and Addressing Defects

Mayhem generates test cases and identifies defects, providing a back trace and test cases for developers to reproduce issues easily. This enables efficient triage, reducing the time it takes to identify and address defects in automotive software.

Shortening Development Cycles

By pinpointing specific defects and providing actionable information, Mayhem contributes to shortening development cycles. Developers can focus on remediating specific issues, enhancing the overall efficiency of the development lifecycle.

Mayhem CLI for Local Development

Mayhem extends its capabilities beyond the UI, allowing developers to work locally with code using the Mayhem CLI. This enables seamless integration into the developer's workflow, emphasizing practicality in day-to-day coding activities.


As the automotive industry continues to innovate, the role of software will only expand. Embracing DevSecOps is not just a response to current challenges but a strategic move towards ensuring the security and resilience of automotive software in the face of future advancements.

Integrating DevSecOps into V-shaped development for automotive organizations is now more accessible with tools like Mayhem. By emphasizing behavioral testing, defect identification, and shortening development cycles, Mayhem provides a practical solution for enhancing security in the automotive software development process. 

Contact us to learn more about Mayhem.

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