Violet teaming as a resilient framework for bridging civilian-military electronic health record interoperability - Summary - MDSpire

Violet teaming as a resilient framework for bridging civilian-military electronic health record interoperability

  • By

  • Beth Ellinport

  • Alexander Titus

  • Benjamin D. Trump

  • June 10, 2026

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Objective:

To introduce and apply an integrated cybersecurity framework, violet teaming, that enhances interoperability between civilian and military electronic health records (EHRs) while addressing cybersecurity, ethical, and operational challenges.

Approach:
    Key Findings:
    • Violet teaming can improve secure interoperability and identify systemic vulnerabilities earlier in the development and deployment lifecycle.
    • Resilience in digital healthcare systems requires a sociotechnical framework that balances cybersecurity and clinical operations.
    • Current cybersecurity approaches may be insufficient to address vulnerabilities emerging from AI advancements.
    Interpretation:

    Limitations:
    • The effectiveness of violet teaming in real-world applications is not fully established.
    • The paper does not provide empirical data to support the proposed framework.
    Conclusion:

    Violet teaming offers a holistic approach to enhance interoperability and resilience in military-civilian health data exchange architectures.

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