The Ultimate Frontier for Privacy and Security: Medicine

J. Hubaux
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Abstract

Personalized medicine brings the promise of better diagnoses, better treatments, a higher quality of life and increased longevity. To achieve these noble goals, it exploits a number of revolutionary technologies, including genome sequencing and DNA editing, as well as wearable devices and implantable or even edible biosensors. In parallel, the popularity of "quantified self" gadgets shows the willingness of citizens to be more proactive with respect to their own health. Yet, this evolution opens the door to all kinds of abuses, notably in terms of discrimination, blackmailing, stalking, and subversion of devices. After giving a general description of this situation, in this talk we will expound on some of the main concerns, including the temptation to permanently and remotely monitor the physical (and metabolic) activity of individuals. We will describe the potential and the limitations of techniques such as cryptography (including secure multi-party computation), trusted hardware and differential privacy. We will also discuss the notion of consent in the face of the intrinsic correlations of human data. We will argue in favor of a more systematic, principled and cross-disciplinary research effort in this field and will discuss the motives of the various stakeholders.
隐私和安全的终极前沿:医学
个性化医疗有望带来更好的诊断、更好的治疗、更高的生活质量和更长的寿命。为了实现这些崇高的目标,它利用了许多革命性的技术,包括基因组测序和DNA编辑,以及可穿戴设备和可植入甚至可食用的生物传感器。与此同时,“量化自我”设备的流行表明,市民愿意更加主动地关注自己的健康。然而,这种演变为各种滥用打开了大门,特别是在歧视、勒索、跟踪和颠覆设备方面。在对这种情况进行一般性描述之后,在本次演讲中,我们将阐述一些主要问题,包括永久和远程监测个人身体(和代谢)活动的诱惑。我们将描述诸如密码学(包括安全多方计算)、可信硬件和差分隐私等技术的潜力和局限性。我们还将讨论在面对人类数据的内在相关性时同意的概念。我们将支持在这一领域进行更系统、原则性和跨学科的研究,并将讨论各种利益相关者的动机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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