학술논문

Developing Visualisations to Enhance an Insider Threat Product: A Case Study
Document Type
Conference
Source
2021 IEEE Symposium on Visualization for Cyber Security (VizSec) VIZSEC Visualization for Cyber Security (VizSec), 2021 IEEE Symposium on. :47-57 Oct, 2021
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Visualization
Privacy
Interactive systems
Refining
Data visualization
Prototypes
Software
Human-centered computing
Visualization application domains
Visual Analytics
Security and privacy
Human and societal aspects of security and privacy
Usability in security and privacy
Language
ISSN
2639-4332
Abstract
This paper describes the process of developing data visualisations to enhance a commercial software platform for combating insider threat, whose existing UI, while perfectly functional, was limited in its ability to allow analysts to easily spot the patterns and outliers that visualisation naturally reveals. We describe the design and development process, proceeding from initial tasks/requirements gathering, understanding the platform’s data formats, the rationale behind the visualisations’ design, and then refining the prototype through gathering feedback from representative domain experts who are also current users of the software. Through a number of example scenarios, we show that the visualisation can support the identified tasks and aid analysts in discovering and understanding potentially risky insider activity within a large user base.