提出'个体仿生学'新方向,解决智能假肢的隐私安全问题
Idiobionics: The Unification of Privacy and Intelligent Robotic Prostheses

- 定义'个体仿生学',融合隐私与智能假肢研究
- 揭示智能假肢可能遭受的隐私攻击风险
- 面向可穿戴机器人与人机系统研究者
人体正成为一系列紧密耦合生物与数字系统的中心,其中智能假肢是典型代表。这类假肢通过集成先进传感器与基于人工智能的控制方法,已具备感知与响应能力,可视为半自主可穿戴机器人系统,能与用户协同适应。然而,这些技术进步也带来了隐私威胁,可能被恶意实体利用以侵犯用户隐私。为充分发挥下一代仿生假肢的潜力,本文提出新研究方向——'个体仿生学'(idiobionics),旨在系统性探讨隐私与智能假肢的交叉问题。主要贡献包括:定义该概念、梳理相关文献,并提供初步证据展示潜在的对抗性攻击。同时,列出一系列开放研究问题,供可穿戴机器人及其他面向人类的自主系统研究者参考。期望该领域研究能释放假肢及相关仿生设备的全部潜能。
原文摘要 · Abstract (English)
The human body is at the center of a growing family of technologies designed to tightly and persistently couple biological and digital systems. Robotic prostheses are a representative example of this tight coupling. Also referred to as bionic limbs, robotic prostheses are devices that support people who have lost limbs in pursuing daily life activities such as walking and grasping objects. Bionic limbs are now perceptive and responsive owing to their integration with advanced sensors and artificial intelligence-based control approaches. Consequently, such robotic prostheses can now be viewed as semiautonomous wearable robotic systems that can co-adapt with their users. However, the same sensing and control advancements that increase the capability of robotic prostheses also introduce threat vectors that could be exploited by malicious entities to violate the privacy of users. To fully realize the benefits of next-generation bionic limbs, we maintain it is important to directly understand and address these privacy risks and the barriers they might present to user adoption. This paper therefore introduces a new line of inquiry we term idiobionics to holistically investigate issues at the intersection of privacy and intelligent bionic limbs. As the main contribution of this paper, we define idiobionics, ground it in related literature, and provide preliminary evidence showing and discussing potential adversarial attacks that could exploit intelligent bionic limb designs. We then contribute a curated list of open research questions within idiobionics that are relevant to researchers in wearable robotics and other human-facing autonomous systems. We expect that idiobionics research will help unlock the full potential of robotic prostheses and related bionic devices.
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