Carnegie Mellon University
Browse
Rapid Mission Assurance Assessment via Sociotechnical Modeling an.pdf (9.75 MB)

Rapid Mission Assurance Assessment via Sociotechnical Modeling and Simulation

Download (9.75 MB)
thesis
posted on 2015-05-01, 00:00 authored by Michael Jay Lanham

How do organizations rapidly assess command-level effects of cyber attacks? Leaders need a way of assuring themselves that their organization, people, and information technology can continue their missions in a contested cyber environment. To do this, leaders should: 1) require assessments be more than analogical, anecdotal or simplistic snapshots in time; 2) demand the ability to rapidly model their organizations; 3) identify their organization’s structural vulnerabilities; and 4) have the ability to forecast mission assurance scenarios. Using text mining to build agent based dynamic network models of information processing organizations, I examine impacts of contested cyber environments on three common focus areas of information assurance—confidentiality, integrity, and availability. I find that assessing impacts of cyber attacks is a nuanced affair dependent on the nature of the attack, the nature of the organization and its missions, and the nature of the measurements. For well-manned information processing organizations, many attacks are in the nuisance range and that only multipronged or severe attacks cause meaningful failure. I also find that such organizations can design for resiliency and provide guidelines in how to do so.

History

Date

2015-05-01

Degree Type

  • Dissertation

Department

  • Institute for Software Research

Degree Name

  • Doctor of Philosophy (PhD)

Advisor(s)

Kathleen M. Carley

Usage metrics

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC