Purdue University Graduate School
Browse

Discovering U.S. Government Threat Hunting Processes And Improvements

Download (1.15 MB)
thesis
posted on 2023-04-24, 16:58 authored by William Pierce Maxam IIIWilliam Pierce Maxam III
<p><strong>INTRODUCTION:</strong> Cyber Threat Hunting (TH) is the activity of looking for potential</p> <p>compromises that other cyber defenses may have missed. These compromises cost organiza-</p> <p>tions an estimated $10M each and an effective Threat Hunt can reduce this cost. TH is a</p> <p>new discipline and processes have not yet been standardized. Most TH teams operate with</p> <p>no defined process. This is a problem as repeatable processes are important for a mature</p> <p>TH team.</p> <p><strong>OBJECTIVES:</strong> This thesis offers a Threat Hunt process as well as lessons learned</p> <p>derived from government TH practice.</p> <p><strong>METHODS:</strong> To achieve this I conducted 12 interviews, 1 hour in length, with govern-</p> <p>ment threat hunters. The transcripts of these interviews were analyzed with process and</p> <p>thematic coding. The coding was validated with a second reviewer.</p> <p><strong>RESULTS:</strong> I present a novel TH process depicting the process followed by government</p> <p>threat hunters. Common challenges and suggested solutions brought up by threat hunters</p> <p>were also enumerated and described. The most common problems were minimal automation</p> <p>and missing measures of TH expertise. Challenges with open questions were also identified.</p> <p>Open questions include: determining how to identify the best data to collect, how to create</p> <p>a specific but not rigid process and how to measure and compare the effectiveness of TH pro-</p> <p>cesses. Finally, subjects also provided features that indicate expertise to TH team members</p> <p>and recommendations on how to best integrate newer members into a TH team.</p> <p><strong>CONCLUSION:</strong> This thesis offers a first look at government TH processes. In the short</p> <p>term, the process recommendations provided in this thesis can be implemented and tested.</p> <p>In the long term, experiments in this sensitive context remain an open challenge.</p>

History

Degree Type

  • Master of Science

Department

  • Electrical and Computer Engineering

Campus location

  • West Lafayette

Advisor/Supervisor/Committee Chair

James Davis

Additional Committee Member 2

Alexander Quinn

Additional Committee Member 3

Santiago Torres-Arias

Usage metrics

    Licence

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC