Towards Trustworthy Integrated Clinical Environments

被引:4
|
作者
Zhao, Wenbing [1 ]
机构
[1] Cleveland State Univ, Dept Elect & Comp Engn, Cleveland, OH 44115 USA
关键词
Integrated clinical environments; intrusion tolerance; integrity; high availability; replication; Byzantine consensus; COORDINATION;
D O I
10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.96
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An integrated clinical environment (ICE) connects various medical devices and coordinates their actions via a computer system serving as the supervisor. The primary goal of an integrated clinical environment is to enhance the safety of high acuity patients during clinical operations. As such, the trustworthiness of an ICE is of paramount importance. In this paper, we propose a set of mechanisms to enhance the trustworthiness of ICEs. To ensure continuous availability and resiliency under malicious attacks, the supervisor must be replicated. To design robust mechanisms for enhanced system trustworthiness, we first carry out a comprehensive threat analysis of the ICE. In addition to ensuring the generation of consistent commands for all connected medical devices despite faulty supervisor replicas and faulty medical devices, which is essential for ensuring the integrity of the system, our mechanisms prevent faulty replicas from launching stealth denial-of-service attacks, which is important for the liveness of the system. Furthermore, we analyze the latency overhead incurred by our mechanisms. We show that the overhead of our mechanisms is sufficiently low to warrant their use in practical ICEs.
引用
收藏
页码:452 / 459
页数:8
相关论文
共 50 条
  • [1] Protecting user data in ubiquitous computing: Towards trustworthy environments
    Duan, Y
    Canny, J
    [J]. PRIVACY ENHANCING TECHNOLOGIES, 2005, 3424 : 167 - 185
  • [2] Trustworthy Applications for Vehicular Environments
    Gerlach, Matthias
    Steglich, Stephan
    Arbanowski, Stefan
    Wegdam, Maarten
    Teunissen, Harold
    [J]. IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2006, 1 (02): : 9 - 15
  • [3] Towards Trustworthy Deep Learning
    Weng, Tsui-Wei
    [J]. THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 20, 2024, : 22682 - 22682
  • [4] Towards trustworthy kiosk computing
    Garriss, Scott
    Sailer, Reiner
    Caceres, Ramon
    van Doorn, Leendert
    Berger, Stefan
    Zhang, Xiaolan
    [J]. EIGHTH IEEE WORKSHOP ON MOBILE COMPUTING SYSTEMS AND APPLICATIONS, PROCEEDINGS, 2007, : 41 - +
  • [5] Towards Trustworthy Representation Learning
    Li, Sheng
    [J]. PROCEEDINGS OF THE 2023 SIAM INTERNATIONAL CONFERENCE ON DATA MINING, SDM, 2023, : 957 - 960
  • [6] Towards Trustworthy Refactoring in Erlang
    Horpacsi, Daniel
    Koszegi, Judit
    Thompson, Simon
    [J]. ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, 2016, (216): : 83 - 103
  • [7] Towards trustworthy dataset distillation
    Ma, Shijie
    Zhu, Fei
    Cheng, Zhen
    Zhang, Xu-Yao
    [J]. PATTERN RECOGNITION, 2025, 157
  • [8] Towards Transparent and Trustworthy Cloud
    Anisetti, Marco
    Ardagna, Claudio A.
    Damiani, Ernesto
    Mana, Antonio
    Spanoudakis, George
    [J]. IEEE CLOUD COMPUTING, 2017, 4 (03): : 40 - 48
  • [9] Trustworthy and sustainable operations in marine environments
    Fredriksson, M
    Gustavsson, R
    [J]. 25TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, PROCEEDINGS, 2003, : 806 - 807
  • [10] Towards Trustworthy Spatial Messaging
    Deriaz, Michel
    Seigneur, Jean-Marc
    [J]. ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, 2007, 179 : 123 - 133