Rethinking the Data Wheel: Automating Open-Access, Public Data on Cyber Conflict
MetadataShow full item record
To date, researchers studying cyber conflict through publicly available information sources have either selected on the actor or selected on the intrusion method when coding events. Both approaches lead to distinct challenges when it comes to result validation and the avoidance of selection bias. This article describes prospects for open-source, public data collection for cyber security events. We present an initial data collection and analysis effort of interstate cyber conflict incidents involving the United States as a pilot study. Using a tailored collection of more than 155,000 documents from print-only media sources, we describe a method to process data, parse document elements, and populate an event dataset. Human coders are then tasked with validation of incident information, after which the search code is updated to ensure greater accuracy in subsequent runs. In the study, the data produced are compared with previously available data on cyber conflict involving the United States. We demonstrate that the method can effectively capture and describe cyber conflict incidents for researchers to study in a broad range of research efforts. Moreover, this method captures greater granularity within cyber conflict episodes, which are inherently multi-faceted. This approach to cyber conflict analysis carries with it several distinct advantages over alternative research designs, in that it promises to produce significantly larger amounts of pertinent metadata than might otherwise be possible.
2018 10th International Conference on Cyber Conflict, CyCon X: Maximising Effects
RightsThis publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.
Showing items related by title, author, creator and subject.
Meickle, David W. (Monterey, CA; Naval Postgraduate School, 2019-09);This research provides an analysis of sustainment metrics and their application by product support managers (PSMs) within the context of the Army's operational sustainment review (OSR) process. The research explored the ...
Coffman, James H. (Monterey, California. Naval Postgraduate School, 1994-06);Ethnic conflict is a contemporary issue plaguing many states as the international system moves towards a New World Order. However, despite the importance of ethnic-based violence and nationalistic social revolutions, current ...
Analyzing the Effects of Source Selection Method, Acquisition Type, and Service Component on Acquisition Outcomes Landale, Karen A. F.; Rendon, Rene G. (Monterey, California. Naval Postgraduate School, 2017-03); SYM-AM-17-043For years, one of the most hotly contested debates in contracting and acquisition has been the choice of source selection method and the contract-related consequences of that choice. While policy memos encourage contracting ...