WiP Abstract: Multiple Security Domain Nondeducibility for Point-of-Care Diagnostic Technology

Fred Love, B. McMillin, Sivanesan Tulasidas, W. Balachandran
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引用次数: 0

Abstract

Microfluidics is an interdisciplinary science focusing on the development of devices and systems that process low volumes of fluid for applications such as high throughput DNA sequencing, immunoassays, and entire Labs-on- Chip platforms. Microfluidic diagnostic technology enables these advances by facilitating the miniaturization and integration of complex biochemical processing through a microfluidic biochip [1]. This approach tightly couples the biochemical operations, sensing system, control algorithm, and droplet-based biochip. During the process the status of a droplet is monitored in real- time to detect operational errors. If an error has occurred, the control algorithm dynamically reconfigures to allow recovery and rescheduling of on-chip operations. During this recovery procedure the droplet that is the source of the error is discarded to prevent the propagation of the error and the operation is repeated. Threats to the operation of the microfluidics biochip include (1) integrity: an attack can modify control electrodes to corrupt the diagnosis, and (2) privacy: what can a user/operator deduce about the diagnosis? It is challenging to describe both these aspects using existing models; as Figure 1 depicts there are multiple security domains, Unidirectional information flows shown in black indicate undesirable flows, the bidirectional black arrows indicate desirable, but possibly corrupted, information flows, and the unidirectional red arrows indicate undesirable information flows. As with Stuxnet, a bi- directional, deducible information flow is needed between the monitoring security domain and internal security domain (biochip) [2]. Simultaneously, the attacker and the operators should receive a nondeducible information flow. Likewise, the red attack arrows should be deducible to the internal domain. Our current security research direction uses the novel approach of Multiple Security Domain Nondeducibility [2] to explore the vulnerabilities of exploiting this error recovery process through information flow leakages and leads to protection of the system through desirable information flows.
摘要:多点医疗诊断技术的多安全域不可抵免性
微流体是一门跨学科的科学,专注于开发处理低体积流体的设备和系统,用于高通量DNA测序、免疫测定和整个芯片实验室平台。微流控诊断技术通过微流控生物芯片促进复杂生化过程的小型化和集成化,从而实现了这些进步[1]。该方法将生化操作、传感系统、控制算法和基于液滴的生物芯片紧密结合。在此过程中,液滴的状态被实时监控以检测操作错误。如果发生错误,控制算法动态地重新配置,以允许恢复和重新调度片上操作。在这个恢复过程中,作为错误源的液滴被丢弃,以防止错误的传播,并重复操作。对微流体生物芯片操作的威胁包括(1)完整性:攻击可以修改控制电极以破坏诊断;(2)隐私性:用户/操作员可以从诊断中推断出什么?使用现有模型来描述这两个方面是具有挑战性的;如图1所示,存在多个安全域,黑色显示的单向信息流表示不需要的流,双向黑色箭头表示需要但可能损坏的信息流,单向红色箭头表示不需要的信息流。与Stuxnet一样,在监控安全域和内部安全域(生物芯片)之间需要双向的、可推导的信息流[2]。同时,攻击者和操作者应该接收到不可抵扣的信息流。同样,红色的攻击箭头应该可以推导到内部域。我们目前的安全研究方向采用了多安全域不可演绎的新方法[2],探索通过信息流泄漏来利用这种错误恢复过程的漏洞,并通过理想的信息流来保护系统。
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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