VERCASM-CPS: Vulnerability Analysis and Cyber Risk Assessment for Cyber-Physical Systems

被引:6
作者
Northern, Bradley [1 ]
Burks, Trey [1 ]
Hatcher, Marlana [1 ]
Rogers, Michael [1 ]
Ulybyshev, Denis [1 ]
机构
[1] Tennessee Technol Univ, Dept Comp Sci, Cookeville, TN 38505 USA
关键词
cyber-physical systems; industrial control systems; data privacy; moving target defense; cyber-risk score;
D O I
10.3390/info12100408
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Since Cyber-Physical Systems (CPS) are widely used in critical infrastructures, it is essential to protect their assets from cyber attacks to increase the level of security, safety and trustworthiness, prevent failure developments, and minimize losses. It is necessary to analyze the CPS configuration in an automatic mode to detect the most vulnerable CPS components and reconfigure or replace them promptly. In this paper, we present a methodology to determine the most secure CPS configuration by using a public database of cyber vulnerabilities to identify the most secure CPS components. We also integrate the CPS cyber risk analysis with a Controlled Moving Target Defense, which either replaces the vulnerable CPS components or re-configures the CPS to harden it, while the vulnerable components are being replaced. Our solution helps to design a more secure CPS by updating the configuration of existing CPS to make them more resilient against cyber attacks. In this paper, we will compare cyber risk scores for different CPS configurations and show that the Windows(R) 10 build 20H2 operating system is more secure than Linux Ubuntu(R) 20.04, while Red Hat(R) Enterprise(R) Linux is the most secure in some system configurations.
引用
收藏
页数:23
相关论文
共 33 条
  • [11] FIRST.Org Inc., 2019, COMMON VULNERABILITY
  • [12] Google, 2021, TRAD LIST
  • [13] Intel Inc, 2020, INTEL TRAD CO NAM US
  • [14] Improving vulnerability remediation through better exploit prediction
    Jacobs, Jay
    Romanosky, Sasha
    Adjerid, Idris
    Baker, Wade
    [J]. JOURNAL OF CYBERSECURITY, 2020, 6 (01):
  • [15] Macgill C, CART PROD REL
  • [16] Markakis E, 2019, 2019 IEEE 5TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), P91, DOI [10.1109/WF-IoT.2019.8767249, 10.1109/wf-iot.2019.8767249]
  • [17] Acceleration at the Edge for Supporting SMEs Security: The FORTIKA Paradigm
    Markakis, Evangelos
    Nikoloudakis, Yannis
    Mastorakis, George
    Mavromoustakis, Constandinos X.
    Pallis, Evangelos
    Sideris, Anargyros
    Zotos, Nikolaos
    Antic, Jan
    Cernivec, Ales
    Fejzic, Diana
    Kulovic, Joze
    Zara, Antonio
    Drosou, Anastasios
    Giannoutakis, Konstantinos
    Tzovaras, Dimitrios
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2019, 57 (02) : 41 - 47
  • [18] Netflix, 2021, EUR
  • [19] Towards a Machine Learning Based Situational Awareness Framework for Cybersecurity: An SDN Implementation
    Nikoloudakis, Yannis
    Kefaloukos, Ioannis
    Klados, Stylianos
    Panagiotakis, Spyros
    Pallis, Evangelos
    Skianis, Charalabos
    Markakis, Evangelos K.
    [J]. SENSORS, 2021, 21 (14)
  • [20] PHP Group, 2021, WEBS COP