Tuning Automatic Summarization for Incident Report Visualization

We present a machine learning approach to improve the accuracy of summarized incident report visualizations for cyber security. We extend a recent incident report summarization method by training a Bayesian hierarchical model to optimize the summarization algorithm's weights. We also train a fl...

Full description

Bibliographic Details

Published in:	IEEE Pacific Visualization Symposium pp. 191 - 195
Main Authors:	Danneman, Nathan, Gove, Robert
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.04.2022
Subjects:	Human computer interaction Human-centered computing-Visualization-Visualization application domains-Information visualization Machine learning Machine learning algorithms Malware Neural networks Security and privacy-Intrusion/anomaly detection and malware mitigation Security and privacy-Usability in security and privacy Training Visualization
ISSN:	2165-8773
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!