The Future of Safety for SaMD

2026-09-14

AI Summary

论文探讨了如何通过形式化验证方法提高软件驱动的人造器官的安全性，该方法能证明代码在所有允许执行情况下的正确性。

Abstract

An artificial organ carries failure consequences on the scale of an aircraft or a reactor, but the software driving it is rarely held to the same standard. Teams building them rely on testing, which only reaches the failure modes someone thought of in advance. In a pump or controller that runs inside a patient for months, the dangerous cases are the ones nobody anticipated. Formal verification closes that gap. Applied to the device's software, it proves the code meets its specification for every execution that specification allows, and where a proof fails, it returns the exact input sequence that breaks it. The same methods already protect rail, aviation, and nuclear control systems, and they extend the IEC 62304 lifecycle that a manufacturer already follows rather than replacing it. In this paper, we explore how to apply formal verification to artificial organs, stage by stage, and what each technique actually guarantees about the device.

Problem

• SaMD
• safety
• formal verification

Innovation

• formal verification
• artificial organs
• IEC 62304
• software safety