Title :
Visualization is better! A comparative evaluation
Author :
Goodall, John R.
Author_Institution :
Secure Decisions division of Applied Visions Inc.
Abstract :
User testing is an integral component of user-centered design, but has only rarely been applied to visualization for cyber security applications. This paper describes a comparative evaluation of a visualization application and a traditional interface for analyzing network packet captures, that was conducted as part of the user-centered design process. Structured, well-defined tasks and exploratory, open-ended tasks were completed with both tools. Accuracy and efficiency were measured for the well-defined tasks, number of insights was measured for exploratory tasks and user perceptions were recorded for each tool. The results of this evaluation demonstrated that users performed significantly more accurately in the well-defined tasks, discovered a higher number of insights and demonstrated a clear preference for the visualization tool. The study presented here may be useful for future visualization for network security visualization evaluation designers. Some of the challenges and lessons learned are described.
Keywords :
data visualisation; security of data; user centred design; user interfaces; cyber security application; data visualization; network packet capture analysis; network security visualization; user perception; user testing; user-centered design; visualization tool; Computer security; Data visualization; Information security; Performance evaluation; Process control; Process design; Telecommunication traffic; Testing; Usability; User centered design; H.5.2 [Information Interfaces and Presentation] User Interfaces; I.3.8 [Computer Graphics] Applications; User testing; comparative evaluation; security visualization; user-centered design;
Conference_Titel :
Visualization for Cyber Security, 2009. VizSec 2009. 6th International Workshop on
Conference_Location :
Atlantic City, NJ
Print_ISBN :
978-1-4244-5413-6
DOI :
10.1109/VIZSEC.2009.5375543