利用体内无线电信号进行隐私保护的肿瘤复发监测

Sam Hylamia, Wenqing Yan, André Teixeira, N. B. Asan, M. Pérez, R. Augustine, T. Voigt
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引用次数: 2

摘要

癌症肿瘤的早期发现和治疗显著改善了癌症患者的生活,增加了他们的生存机会,降低了治疗成本。一项新的研究利用人体脂肪组织作为人体内射频通信的传播通道。该技术的一个显著应用是持续监测通道中干扰物(如肿瘤)的生长。本文讨论了与部署这种监控技术相关的隐私问题。我们的工作与以往的研究不同,我们考虑的是感知过程本身的隐私性,而不是感知数据的隐私性。我们研究了与该技术部署相关的信息泄漏,并提出并评估了一套减少信息泄漏的隐私增强技术。最后,我们提出并评估了一种结合这些技术的方法,从而保护了患者的隐私。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Privacy-preserving Continuous Tumour Relapse Monitoring Using In-body Radio Signals
Early detection and treatment of cancerous tumours significantly improve the lives of cancer patients, as well as increase their chance of surviving and reduce treatment cost. A novel study has utilised the human adipose (fat) tissue as a propagation channel for radio frequency communication within the human body. A notable application of this technology is the continuous monitoring of the growth of perturbants, such as tumours, in the channel. This paper addresses the privacy issues associated with the deployment of this monitoring technology. Our work departs from previous studies in that we consider the privacy of the sensing process itself, rather than the privacy of sensed data. We study the information leakage associated with the deployment of this technology and propose and evaluate a set of privacy-enhancing techniques that reduces information leakage. Finally, we propose and evaluate an approach that combines these techniques and, thereby, protects patient's privacy.
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