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  1. Proceedings of the Seventh International Symposium on Visualization for Cyber Security (VizSec '10)
  2. Nimble cybersecurity incident management through visualization and defensible recommendations
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EMBER: a global perspective on extreme malicious behavior
Proposing a multi-touch interface for intrusion detection environments
Visualizing attack graphs, reachability, and trust relationships with NAVIGATOR
Visualizing graph dynamics and similarity for enterprise network security and management
Visual analysis of code security
PeekKernelFlows: peeking into IP flows
Visualizing host traffic through graphs
Visualizing your key for secure phone calls and language independence
Traffic classification using visual motifs: an empirical evaluation
Real-time visualization of network behaviors for situational awareness
Interactive detection of network anomalies via coordinated multiple views
Nimble cybersecurity incident management through visualization and defensible recommendations

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Nimble cybersecurity incident management through visualization and defensible recommendations

Content Provider ACM Digital Library
Author Patterson, John Kirk, Susanna Rasmussen, Jamie Ross, Steven Ehrlich, Kate Gruen, Daniel
Abstract Analysts engaged in real-time monitoring of cybersecurity incidents must quickly and accurately respond to alerts generated by intrusion detection systems. We investigated two complementary approaches to improving analyst performance on this vigilance task: a graph-based visualization of correlated IDS output and defensible recommendations based on machine learning from historical analyst behavior. We tested our approach with 18 professional cybersecurity analysts using a prototype environment in which we compared the visualization with a conventional tabular display, and the defensible recommendations with limited or no recommendations. Quantitative results showed improved analyst accuracy with the visual display and the defensible recommendations. Additional qualitative data from a "talk aloud" protocol illustrated the role of displays and recommendations in analysts' decision-making process. Implications for the design of future online analysis environments are discussed.
Starting Page 102
Ending Page 113
Page Count 12
File Format PDF
ISBN 9781450300131
DOI 10.1145/1850795.1850807
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2010-09-14
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Information visualization Managed security services User studies
Content Type Text
Resource Type Article
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