Violet teaming as a resilient framework for bridging civilian-military electronic health record interoperability - Report - 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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Clinical Report: Violet Teaming: A Robust Approach to Enhancing Interoperability

Overview

This report discusses the introduction of violet teaming as a cybersecurity framework aimed at improving interoperability between civilian and military electronic health records (EHRs). It emphasizes the need for a sociotechnical approach to enhance resilience and address vulnerabilities in digital healthcare systems.

Background

The digitization of healthcare through EHRs and AI has transformed clinical decision-making but also introduced significant cybersecurity and interoperability challenges. In military-civilian healthcare environments, these challenges are compounded by sensitive information-sharing requirements. Addressing these issues is critical for ensuring patient safety and maintaining trust in digital health systems.

Data Highlights

No numerical data or trial data was provided in the source material.

Key Findings

  • Violet teaming incorporates human factors, governance, and ethical considerations into cybersecurity frameworks.
  • Traditional cybersecurity measures are insufficient for protecting sensitive health data in interconnected systems.
  • Healthcare organizations face frequent and costly cyberattacks, with data breaches averaging $10.93 million per incident.
  • 66% of individuals express concerns about the safety of their personal medical data.
  • AI integration in healthcare introduces ethical concerns and potential data misuse.

Clinical Implications

The application of violet teaming can enhance the resilience of military-civilian health data exchange architectures. A sociotechnical approach is essential for balancing cybersecurity with clinical operations to mitigate risks to patient safety.

Conclusion

Violet teaming represents a novel approach to addressing the complexities of cybersecurity in healthcare, emphasizing the need for integrated frameworks that consider both technical and human factors.

Related Resources & Content

  1. Journal of Medical Internet Research (JMIR) — Exploring Technological Solutions for Interoperability Between Patient Electronic Medical Records and Clinical Registries: Scoping Review
  2. Ophthalmology Management — Can an EHR Integrate All of Your Devices?
  3. Int. Journal of Computer Assisted Radiology and Surgery (Springer) — Safe and usable ensemble formation for networked medical devices: a comparative study of 5G, NFC and pop-up pairing
  4. npj Digital Medicine — Addressing the Obstacles in Optimizing Electronic Health Record Systems
  5. NIST Special Publication 800 — NIST Special Publication 800‑66 Revision 2
  6. TEFCA Updates Presentation
  7. NIST Special Publication 800
  8. Hacked to Pieces? The Effects of Ransomware Attacks on Hospitals and Patients - American Economic Association

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