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Cross-functional collaboration

As explained in Data-Driven Cybersecurity

Coordinated work among people or teams with different functional responsibilities toward a shared outcome.

Cross-functional collaboration coordinates design, development, testing, product, and security work around shared protection of critical assets. It shifts security from a standalone function into the development life cycle, so risks are addressed proactively rather than after delivery. section 5.2

Collaboration commonly breaks down when:

  • Teams operate in silos or lack clear security ownership. section 5.2
  • Development prioritizes speed and feature delivery while security prioritizes risk reduction. section 5.2
  • Engineering teams lack enough security expertise to apply secure coding practices consistently. section 5.2

Organizations can strengthen the practice by:

  • Establishing clear communication channels and integrating security into agile workflows. section 5.2
  • Embedding security champions within engineering and product teams. section 5.2
  • Using regular training, joint threat modeling sessions, and shared security metrics. section 5.2
Figure 5.2 An example of aligning cybersecurity initiatives within the business environment and a typical reporting structure. CISOs most often report to the CIO. Also, the CISO will sometimes report directly to the board.

Use the reporting-structure figure to connect collaboration with business alignment, leadership visibility, and CISO relationships. section 5.2

How Data-Driven Cybersecurity covers it

How deep it goes
Explains barriers and prescribes communication, agile integration, champions, training, threat modeling, and shared metrics.
Examples
Uses security champions, joint threat modeling sessions, training, agile workflows, and shared metrics as practical mechanisms.
What it assumes
Assumes organizational teams and security responsibilities, while teaching how ownership and communication support integration.
What you can do after
Apply it via shared workflows and metrics to address security risks proactively during development.
How it connects
Connects security collaboration with agile workflows, secure coding, threat modeling, security metrics, and shared responsibility.

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This explainer was generated by Manning's knowledge graph from the text of Data-Driven Cybersecurity. The section links point to the parts of the book it draws on.